{"id":"W4290763019","doi":"10.3917/mate.080.0001","title":"10.3917/mate.080.0001","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Political and Social Issues","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002199895,0.00007510112,0.0001297951,0.00002317583,0.0003355773,0.00007168573,0.0002162439,0.00008093379,0.9915662],"category_scores_gemma":[0.0001024816,0.00007258361,0.00005266419,0.000189296,0.0001573436,0.0001010429,0.00001972974,0.00005907864,0.980413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005346828,"about_ca_system_score_gemma":0.00005370087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002319378,"about_ca_topic_score_gemma":0.000009447508,"domain_scores_codex":[0.9989808,0.00009618352,0.0001086592,0.0001388523,0.0002478094,0.0004276816],"domain_scores_gemma":[0.9994857,0.00007076819,0.00001098205,0.0001032935,0.00003551848,0.0002937092],"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":[0.00002648267,0.00009878354,0.000001424222,0.000003605866,0.00001448445,0.000009404288,0.002620129,0.000002363136,0.00001700999,0.0041593,0.1686508,0.8243962],"study_design_scores_gemma":[0.00005707006,0.00002917326,0.00006046939,0.000005764598,0.000006032891,1.468694e-7,0.00004274263,0.000004431403,0.00001736927,0.0006426334,0.9990236,0.0001105494],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004782332,0.0000468137,1.056239e-7,0.002734739,0.000005481906,0.0001107854,0.000008595588,0.0001778633,0.9921333],"genre_scores_gemma":[0.00631447,0.000001626074,0.00002921454,0.0002148434,0.0004723975,0.000008842316,0.000002646729,0.000009056447,0.9929469],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8303728,"threshold_uncertainty_score":0.3506221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01278917927090486,"score_gpt":0.259071077462661,"score_spread":0.2462818981917561,"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."}}