{"id":"W4411658246","doi":"10.51847/kf4tahw","title":"10.51847/kF4TaHw","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commercialization; Translation (biology); Engineering ethics; Computer science; Business; Engineering; Chemistry; Marketing","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":[0.0006664422,0.001275959,0.0006212741,0.002403321,0.001388535,0.002811347,0.001321605,0.003393136,0.9735402],"category_scores_gemma":[0.001743219,0.0004066989,0.0006423815,0.001833723,0.0007994438,0.002812112,0.002382702,0.001322754,0.9777144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009774542,"about_ca_system_score_gemma":0.0008296007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002781118,"about_ca_topic_score_gemma":0.002273642,"domain_scores_codex":[0.9995334,0.00004198144,0.00003808769,0.0001417946,0.0001550292,0.0000896834],"domain_scores_gemma":[0.9986967,0.0002381295,0.00007196319,0.0002315652,0.000428542,0.000333082],"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":[0.0001926598,0.0001867996,0.0007944344,0.0003048403,0.00001218773,0.0002459947,0.0001304501,0.000216896,0.00252806,0.006354772,0.3249699,0.664063],"study_design_scores_gemma":[0.00002750088,0.00003669693,0.0005843714,0.0001453699,0.00000833408,0.0002958287,0.00009200074,0.0001514097,0.0005216745,0.00103407,0.9970905,0.0000123452],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007470645,0.0003604388,0.001276237,0.000801021,0.0005615486,0.00007945793,0.0008052792,0.001406371,0.9939626],"genre_scores_gemma":[0.002188043,0.0002010217,0.0006959314,0.0003712222,0.00007024717,0.00003843894,0.0006260707,0.0002209503,0.9955881],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02645975,"threshold_uncertainty_score":0.0377416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00428485794336965,"score_gpt":0.1848170983970983,"score_spread":0.1805322404537286,"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."}}