{"id":"W4406390494","doi":"10.1016/s1553-3212(05)71084-0","title":"10.1016/s1553-3212(05)71084-0","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Medical Research and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Face (sociological concept); Face-to-face; Sociology; Philosophy; Epistemology","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":[0.001278991,0.0001229584,0.000203497,0.00007844628,0.0004626187,0.0000182342,0.0003241453,0.00015807,0.9998909],"category_scores_gemma":[0.002112206,0.00009823607,0.00004651834,0.0002643684,0.00004889393,0.0001691183,0.00009361127,0.0008198018,0.9996306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000605253,"about_ca_system_score_gemma":0.0003319432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001936464,"about_ca_topic_score_gemma":0.000002474222,"domain_scores_codex":[0.9974908,0.0006458107,0.0003129237,0.0002502725,0.0005352024,0.0007650282],"domain_scores_gemma":[0.9971365,0.00151473,0.00005594252,0.0003779575,0.00009460465,0.0008202751],"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":[0.0001967978,0.00002813882,3.436762e-7,0.00002440174,0.000008523089,0.00001039722,0.00005288467,5.671218e-7,0.00000873662,0.000002176632,0.5765082,0.4231588],"study_design_scores_gemma":[0.0004240572,0.0002162183,0.00005555724,0.00007833601,0.000008864911,0.00000167181,0.00001328867,0.00007451439,0.000007071233,0.00003928186,0.9989667,0.0001144341],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003376266,0.0001425143,0.000001622217,0.006868407,0.000005729879,0.0004911692,0.00002186062,0.0001244351,0.9920067],"genre_scores_gemma":[0.00005339009,0.000006144818,0.0001293786,0.0008096689,0.0005639882,0.0001050353,0.00002256424,0.00002401105,0.9982858],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4230444,"threshold_uncertainty_score":0.4005951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06076894398629357,"score_gpt":0.4057015644672366,"score_spread":0.344932620480943,"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."}}