{"id":"W4407275797","doi":"10.70266/9783886177189","title":"10.70266/9783886177189","year":2000,"lang":"en","type":"book","venue":"Time to knit","topic":"Innovation, Technology, and Society","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"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":[0.0005755095,0.0002320051,0.0003286695,0.0001727656,0.0005841629,0.00007407746,0.0006478422,0.00100551,0.977555],"category_scores_gemma":[0.0001081597,0.0002600639,0.0001480513,0.0003875613,0.0004180769,0.00008711523,0.00006604076,0.0004247002,0.9527491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000459244,"about_ca_system_score_gemma":0.0008379465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001343879,"about_ca_topic_score_gemma":0.000001341157,"domain_scores_codex":[0.9983645,0.00005822476,0.0002826529,0.0003679368,0.0004604936,0.0004661624],"domain_scores_gemma":[0.9991188,0.00006886048,0.0001150278,0.0003860859,0.0002028746,0.0001083227],"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":[0.000005134432,0.00001404543,5.277592e-8,0.000006122972,0.00002599636,0.000002707731,0.0005060916,5.940453e-7,5.941909e-7,0.002592893,0.9516273,0.04521843],"study_design_scores_gemma":[0.00007912022,0.00004334095,0.000001326405,0.00003256858,0.0000243015,6.40397e-7,0.00002822995,9.836757e-7,0.000001320302,0.001568541,0.9979106,0.0003090026],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000002626894,0.0001136578,9.15191e-7,0.0008821568,0.00002371014,0.0003867222,0.00004219676,0.0005571523,0.9979908],"genre_scores_gemma":[0.000001357996,0.00001058728,0.00009370912,0.0002650561,0.0009726701,0.00002586318,0.0001005922,0.00004518083,0.998485],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04628329,"threshold_uncertainty_score":0.9999852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01080538962331963,"score_gpt":0.2318714972898815,"score_spread":0.2210661076665619,"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."}}