{"id":"W4411324518","doi":"10.53762/ntk8kf42","title":"10.53762/ntk8kf42","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Linguistic, Cultural, and Literary Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009055388,0.001176081,0.0007791244,0.002128464,0.002060384,0.005390741,0.001542205,0.002530337,0.9628942],"category_scores_gemma":[0.002389974,0.0004426394,0.0007626644,0.002492495,0.001197562,0.003753261,0.003910418,0.001607519,0.9729671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001316898,"about_ca_system_score_gemma":0.0009950522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002122531,"about_ca_topic_score_gemma":0.002037837,"domain_scores_codex":[0.999285,0.00009626456,0.00006654907,0.0002015106,0.000258904,0.00009173434],"domain_scores_gemma":[0.9982417,0.0003086313,0.00008425523,0.0004046041,0.0006256402,0.0003352589],"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":[0.0001570513,0.0001535931,0.0009022775,0.0006098932,0.00001329435,0.0003321057,0.0002507129,0.0002222439,0.003174088,0.007483101,0.4843869,0.5023148],"study_design_scores_gemma":[0.00001669339,0.00001987762,0.0006864336,0.0002462949,0.00000598177,0.000328169,0.0001682359,0.0002400707,0.0005161127,0.001459658,0.9962898,0.00002253901],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000545588,0.0004571384,0.001421071,0.0004988477,0.0007681758,0.0001156494,0.001472801,0.001854518,0.9928662],"genre_scores_gemma":[0.003121657,0.0003765438,0.0009909292,0.0005029975,0.0001395898,0.0001143389,0.001091734,0.0007762256,0.992886],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0371058,"threshold_uncertainty_score":0.05292684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01015297741257744,"score_gpt":0.229774789733833,"score_spread":0.2196218123212556,"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."}}