{"id":"W4406562595","doi":"10.1016/j.bjorlp.2022.09.021","title":"10.1016/j.bjorlp.2022.09.021","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Microbial metabolism and enzyme function","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Gynecology","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":[0.0009538656,0.001368421,0.0007787462,0.0019186,0.001126286,0.003166137,0.001197006,0.003539201,0.955313],"category_scores_gemma":[0.001246028,0.0005804918,0.000741808,0.001207773,0.0007940434,0.002479842,0.001535893,0.001492742,0.9602212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000876271,"about_ca_system_score_gemma":0.00108225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002606085,"about_ca_topic_score_gemma":0.002578937,"domain_scores_codex":[0.9997124,0.00002115391,0.00002298555,0.00008594609,0.00007945955,0.00007796748],"domain_scores_gemma":[0.9988663,0.000188772,0.00008993821,0.00007750143,0.0001920882,0.0005854722],"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":[0.0002725128,0.0002591115,0.002058663,0.0004642519,0.00003217689,0.000256476,0.0000538694,0.0003131093,0.00114863,0.004319701,0.303131,0.6876906],"study_design_scores_gemma":[0.0000487846,0.00008817791,0.002132604,0.000451008,0.00002207281,0.00116749,0.00009342907,0.0002389039,0.0003503697,0.002065442,0.993319,0.00002272506],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001877495,0.003949197,0.001685881,0.002835109,0.001497315,0.0000712222,0.002653495,0.001228925,0.9842014],"genre_scores_gemma":[0.00321279,0.001110187,0.001187997,0.0007327796,0.0002901793,0.00004274532,0.00154951,0.0002501929,0.9916235],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04468703,"threshold_uncertainty_score":0.06374055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003074537217908092,"score_gpt":0.1603285864666278,"score_spread":0.1572540492487197,"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."}}