{"id":"W4406429346","doi":"10.1016/j.abdp.2024.10.023","title":"10.1016/j.abdp.2024.10.023","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Dermatological and Skeletal Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Philosophy; Humanities","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004225533,0.000132091,0.0001225896,0.00002003002,0.00005110525,0.00002127136,0.0001894403,0.0001090946,0.9917067],"category_scores_gemma":[0.0000327623,0.0001128181,0.00009220543,0.00009185515,0.0000452638,0.000002329247,0.0000591468,0.00005433651,0.9765969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003816537,"about_ca_system_score_gemma":0.00001421818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004060011,"about_ca_topic_score_gemma":2.443956e-7,"domain_scores_codex":[0.9992413,0.00002950275,0.0001290121,0.0002643678,0.00008894203,0.0002468646],"domain_scores_gemma":[0.9995944,0.000006084967,0.00001561982,0.0002334661,0.00002714223,0.0001232523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001016935,0.00005984242,4.612458e-7,0.000005829573,0.00002201296,0.000005482463,0.000001854439,0.00002929042,0.003386463,8.342705e-7,0.6984628,0.2979234],"study_design_scores_gemma":[0.0001927056,0.0002187963,0.00004292424,0.000003645605,0.000007281219,0.00001053768,9.45211e-7,0.00002490196,0.001578881,0.00001443065,0.9977276,0.0001773184],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007095296,0.0001977236,0.00000194734,0.0003128304,0.000001843768,0.0001091684,0.00001615254,0.00003152455,0.9922335],"genre_scores_gemma":[0.002020538,0.000002136597,0.00004343332,0.0001944575,0.00006928223,0.00001866682,0.0000939373,0.00001507183,0.9975425],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2992648,"threshold_uncertainty_score":0.460059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00373014875207196,"score_gpt":0.1733083010289471,"score_spread":0.1695781522768752,"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."}}