{"id":"W4406431123","doi":"10.1016/s0197-2510(05)70023-1","title":"10.1016/s0197-2510(05)70023-1","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business","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":[0.0003191261,0.00006244054,0.00009584411,0.00002280261,0.0004445888,0.00003648329,0.0003417358,0.00004334207,0.9951941],"category_scores_gemma":[0.00009900507,0.00006077187,0.00003575022,0.0002105295,0.00007971904,0.00006618659,0.0000515404,0.00006928576,0.9882876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004271706,"about_ca_system_score_gemma":0.00003678788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007004276,"about_ca_topic_score_gemma":0.00003279927,"domain_scores_codex":[0.9992317,0.0001090149,0.0001080966,0.0001153958,0.0002113123,0.0002245025],"domain_scores_gemma":[0.9994642,0.00009303236,0.00002327663,0.0002646722,0.00004379692,0.0001110483],"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":[0.000007543261,0.00001718042,1.768557e-7,7.4623e-7,0.000005085456,3.301342e-7,0.0006807757,0.000002072219,0.000002017301,0.00002885462,0.3966862,0.602569],"study_design_scores_gemma":[0.0000686906,0.00003633869,0.00003013315,0.000006688876,0.000006375361,1.756501e-7,0.00007954871,0.00001578293,0.000003292749,0.00003850929,0.9996317,0.00008277185],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002810065,0.0001490805,1.947985e-7,0.005317364,0.00000266741,0.0001453968,0.000002666229,0.00008540077,0.9940162],"genre_scores_gemma":[0.0004709968,0.00001149317,0.0000761812,0.00008303421,0.0002094364,0.0000255527,0.000004277821,0.00000688544,0.9991121],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6029455,"threshold_uncertainty_score":0.3419462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0149721167626009,"score_gpt":0.2344662218615979,"score_spread":0.219494105098997,"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."}}