{"id":"W4407605859","doi":"10.70266/9783886177448","title":"10.70266/9783886177448","year":2000,"lang":"en","type":"book","venue":"Time to knit","topic":"Innovation, Technology, and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005729635,0.0002323321,0.0003286781,0.0001729794,0.0005852599,0.00007423176,0.0006487282,0.001006513,0.9780939],"category_scores_gemma":[0.0001084884,0.0002603495,0.00014836,0.0003885703,0.0004185583,0.00008729749,0.00006612961,0.0004259712,0.9537901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004617913,"about_ca_system_score_gemma":0.0008446556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001391717,"about_ca_topic_score_gemma":0.000001261904,"domain_scores_codex":[0.9983619,0.000058774,0.000282821,0.0003680986,0.0004612156,0.000467216],"domain_scores_gemma":[0.9991182,0.00006921797,0.0001149603,0.0003865849,0.00020257,0.0001084303],"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":[0.000005146532,0.00001398845,5.128922e-8,0.000006159993,0.00002602288,0.000002836895,0.0005136431,5.934418e-7,5.01233e-7,0.00273262,0.951245,0.04545344],"study_design_scores_gemma":[0.00007905706,0.00004337576,0.000001481272,0.00003266343,0.00002439068,6.673884e-7,0.00002876684,0.000001170936,0.000001112492,0.001580066,0.9978979,0.0003093373],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000003012244,0.0001105261,7.957983e-7,0.0008788982,0.00002376925,0.0003879212,0.00004180415,0.0005662774,0.997987],"genre_scores_gemma":[0.000001331787,0.00001061695,0.00009660313,0.000263416,0.000973779,0.0000257972,0.0001007731,0.00004522442,0.9984825],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04665292,"threshold_uncertainty_score":0.9999849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01083279582540831,"score_gpt":0.231908566849257,"score_spread":0.2210757710238487,"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."}}