{"id":"W6903110506","doi":"10.1016/s1879-8535(15)68754-2","title":"10.1016/s1879-8535(15)68754-2","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Solid-state spectroscopy and crystallography","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Process (computing); Identification (biology); Product (mathematics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008319546,0.002167653,0.00158288,0.002583079,0.002192315,0.003526589,0.002770319,0.003957111,0.9867954],"category_scores_gemma":[0.001198231,0.0008574696,0.001357433,0.002374372,0.001700812,0.00387941,0.00258899,0.002268544,0.9904902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001023246,"about_ca_system_score_gemma":0.0009618372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003185931,"about_ca_topic_score_gemma":0.002583902,"domain_scores_codex":[0.9995085,0.0000274558,0.00003552292,0.0001773347,0.0001552176,0.00009590074],"domain_scores_gemma":[0.9984192,0.0003791274,0.000105177,0.0001902769,0.00038365,0.0005225948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003170124,0.0001595177,0.0006041492,0.0005444763,0.00004151873,0.0002087948,0.00008682757,0.0003691224,0.002778282,0.005756795,0.367567,0.6215665],"study_design_scores_gemma":[0.0000395401,0.0000724565,0.0004887219,0.0001856359,0.00001006605,0.0002882141,0.00006903313,0.0001504775,0.0004136431,0.000553365,0.99771,0.00001885866],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003645635,0.0004398008,0.0007992116,0.0003160573,0.0003467951,0.00007901432,0.0006603193,0.0008364543,0.9961578],"genre_scores_gemma":[0.0005873259,0.0002027965,0.0003450515,0.0001292588,0.00007215342,0.00004000782,0.0003349482,0.0001361188,0.9981523],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01320457,"threshold_uncertainty_score":0.01883465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004111468683180336,"score_gpt":0.1850683578362068,"score_spread":0.1809568891530265,"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."}}