{"id":"W2318933799","doi":"10.1142/9789814327503_0084","title":"WHEN SCIENTIFIC TECHNICALITIES MATTER","year":2010,"lang":"en","type":"article","venue":"","topic":"Engineering and Material Science Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008426932,0.0003154285,0.0006099676,0.003276682,0.004589953,0.01727559,0.0009987159,0.005622595,0.05302249],"category_scores_gemma":[0.04759958,0.000357392,0.0004526894,0.002556676,0.01061703,0.01970779,0.004549624,0.005944774,0.01079912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004834089,"about_ca_system_score_gemma":0.00503863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002475709,"about_ca_topic_score_gemma":0.003279111,"domain_scores_codex":[0.9908441,0.002396139,0.0004003896,0.0009733575,0.003200776,0.002185181],"domain_scores_gemma":[0.9764754,0.01104334,0.002786095,0.001709945,0.00320324,0.004781935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001135237,0.00007733992,0.004338669,0.0001032353,0.00002375659,0.0003333308,0.002287656,0.0001271442,0.0005191221,0.9022704,0.05612658,0.03367929],"study_design_scores_gemma":[0.00002501113,0.0000253804,0.004738044,0.0001602667,0.00002409572,0.000334598,0.008128636,0.0002398802,0.0008480696,0.7863311,0.1991117,0.00003321628],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04703953,0.003895459,0.004072492,0.170026,0.002457986,0.0000419331,0.0003070379,0.0001440996,0.7720155],"genre_scores_gemma":[0.8554416,0.004570044,0.001752531,0.03724675,0.003618662,0.0001031734,0.0003707536,0.0004194831,0.0964771],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05302249,"threshold_uncertainty_score":0.1773779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01638735191496313,"score_gpt":0.2763779384905934,"score_spread":0.2599905865756303,"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."}}