{"id":"W2092304973","doi":"10.1007/s10853-010-4972-8","title":"Phase quantification of impulse atomized Al68.5Ni31.5 alloy","year":2010,"lang":"en","type":"article","venue":"Journal of Materials Science","topic":"Solidification and crystal growth phenomena","field":"Materials Science","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Space Agency; Atomic Energy of Canada Limited","keywords":"Materials science; Eutectic system; Porosity; Microstructure; Scanning electron microscope; Alloy; Volume fraction; Mass fraction; Optical microscope; Analytical Chemistry (journal); Diffraction; Helium; Composite material; Optics; Chromatography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005149703,0.0001332163,0.0003899248,0.0002688406,0.0001595829,0.0002274426,0.001054486,0.00005878959,0.001275573],"category_scores_gemma":[0.000710342,0.0001015994,0.00007217304,0.0004223267,0.0007568398,0.000884756,0.00008594164,0.0001132141,0.00008410207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003437258,"about_ca_system_score_gemma":0.000386226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001381136,"about_ca_topic_score_gemma":0.000001548906,"domain_scores_codex":[0.9974912,0.0001063423,0.001079513,0.000237772,0.0007947246,0.0002904327],"domain_scores_gemma":[0.997085,0.0000860722,0.001414819,0.0004261309,0.0007808725,0.0002070897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002330764,0.0002795645,0.00001977321,0.00001994362,0.0000026753,0.000002287485,0.0003124484,0.00000965746,0.9948939,0.003858391,0.0001113094,0.0002569818],"study_design_scores_gemma":[0.001656714,0.0001964087,0.0006760623,0.00002445502,0.00001659016,0.00007095309,0.000176286,0.00003920776,0.9954911,0.00085653,0.000682404,0.000113258],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957283,0.00002273919,0.0006437639,0.0002554009,0.002845919,0.0001409723,0.00002574541,0.00001889394,0.0003183004],"genre_scores_gemma":[0.9949716,0.00001596823,0.004664701,0.00006452552,0.0002227586,0.000003935439,0.000001290663,0.00001061775,0.00004463133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00443936,"threshold_uncertainty_score":0.9996374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02348592034421144,"score_gpt":0.3151611177196988,"score_spread":0.2916751973754874,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}