{"id":"W1999881097","doi":"10.1007/s11661-003-0121-1","title":"Phase transition in galvanneal coatings","year":2003,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions A","topic":"Electronic Packaging and Soldering Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Teck (Canada)","funders":"","keywords":"Materials science","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001342747,0.00009001316,0.0001588137,0.00005844399,0.00004054304,0.0000384763,0.00002981901,0.00007318093,0.0001968093],"category_scores_gemma":[0.000004212541,0.00009011207,0.00002392101,0.00009740043,0.00003714581,0.00007824657,7.13987e-7,0.00009750079,0.000005922614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001644002,"about_ca_system_score_gemma":0.000004580742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002254295,"about_ca_topic_score_gemma":0.00002144682,"domain_scores_codex":[0.9994795,0.00002522355,0.0001546424,0.0001096765,0.00004471083,0.0001862274],"domain_scores_gemma":[0.9998818,0.00001379573,0.000007443009,0.00006213603,0.000004616742,0.00003018616],"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":[0.00006350503,0.0007655051,0.000001026066,0.0003102651,0.000124097,0.0001024288,0.001171502,0.02259032,0.9505696,0.009152523,0.00005857538,0.01509065],"study_design_scores_gemma":[0.009394814,0.0005533455,0.0001246403,0.0001500718,0.0001584331,0.0006054068,0.0005678525,0.02529771,0.9243456,0.01051468,0.02712475,0.00116267],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7515286,0.0002102357,0.2473791,0.00005263064,0.00008440392,0.00006396744,0.000006891838,0.0003203727,0.000353896],"genre_scores_gemma":[0.9983572,0.0003517584,0.001187525,0.000009493755,0.000005692691,0.00002731287,0.000003256636,0.00001129729,0.00004651453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2468286,"threshold_uncertainty_score":0.3674664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009733514617759785,"score_gpt":0.221564806460938,"score_spread":0.2118312918431782,"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."}}