{"id":"W4390332535","doi":"10.3917/reru.pr1.0005k","title":"10.3917/reru.pr1.0005k","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Urban Development and Societal Issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","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":[0.0002997105,0.00009434488,0.0001269591,0.00003300829,0.0003600119,0.00009616742,0.0002665909,0.00008035605,0.9938039],"category_scores_gemma":[0.00004388045,0.00009559166,0.00005851441,0.0002963658,0.0001051075,0.0001566781,0.00002562405,0.00006413229,0.9751095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006262994,"about_ca_system_score_gemma":0.00007397235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003266629,"about_ca_topic_score_gemma":0.000008216191,"domain_scores_codex":[0.9989884,0.00006337778,0.000123839,0.0001763737,0.0003106428,0.0003373012],"domain_scores_gemma":[0.9995942,0.00004549198,0.00001798767,0.0001220264,0.0000397877,0.0001804792],"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":[0.0000143739,0.00003661739,0.000006973655,0.000001682731,0.0000167614,0.000004112514,0.004729887,0.000002163683,0.00001501825,0.00004866537,0.5546882,0.4404356],"study_design_scores_gemma":[0.00007618467,0.00002027846,0.0001164688,0.000006901105,0.0000061153,1.543171e-7,0.00006474055,0.000004199001,0.00001895911,0.00004746085,0.9994859,0.0001527003],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008130343,0.0001031443,1.192289e-7,0.001256344,0.000007056574,0.0001512974,0.000002234774,0.0001815913,0.9901679],"genre_scores_gemma":[0.002083749,0.000003722859,0.0001707303,0.0001052793,0.0002446996,0.00001083215,0.000005667994,0.00001173478,0.9973636],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4447977,"threshold_uncertainty_score":0.3898115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01070169387933644,"score_gpt":0.2209789455770889,"score_spread":0.2102772516977524,"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."}}