{"id":"W4407276259","doi":"10.70266/9783886177172","title":"10.70266/9783886177172","year":2000,"lang":"en","type":"book","venue":"Time to knit","topic":"Sociology and Education Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy","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":[0.0003430061,0.0001628221,0.0002799851,0.0000929555,0.0006394503,0.00002918222,0.0002974425,0.0004021795,0.9945094],"category_scores_gemma":[0.0001493851,0.0001708934,0.00009874678,0.00009365447,0.0003988284,0.00004357146,0.00004312456,0.000216459,0.9950759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002056112,"about_ca_system_score_gemma":0.0007382499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000912884,"about_ca_topic_score_gemma":1.454611e-7,"domain_scores_codex":[0.9989267,0.000110195,0.0001623097,0.0002608608,0.0002224257,0.0003174974],"domain_scores_gemma":[0.999249,0.0002603313,0.00006620841,0.000195371,0.00008975129,0.0001393472],"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":[0.000008575568,0.00001111381,2.342868e-7,0.000002800282,0.00004385565,0.00000112752,0.002211935,4.467476e-7,3.171808e-8,0.00009037013,0.9761077,0.02152183],"study_design_scores_gemma":[0.00003985156,0.00002490469,0.00001756132,0.0000215546,0.00003614511,3.244384e-7,0.00006107979,4.977649e-8,9.684973e-8,0.0005511733,0.999051,0.0001962804],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000003779019,0.0005790428,5.714896e-8,0.001137499,0.00004161296,0.0002200627,0.00001952098,0.0001537506,0.9978447],"genre_scores_gemma":[9.421013e-7,0.00001795753,0.00002097401,0.0001934609,0.001529962,0.00004191573,0.00004038618,0.00002111157,0.9981333],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0229433,"threshold_uncertainty_score":0.6968832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02536985023921818,"score_gpt":0.2836135092777999,"score_spread":0.2582436590385817,"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."}}