{"id":"W4411618384","doi":"10.51847/xv5jqwhjhg","title":"10.51847/xv5jqWhjHg","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Technology and Data Analysis","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spouse; Selection (genetic algorithm); Personality; Big Five personality traits; Psychology; Computer science; Social psychology; Artificial intelligence; Sociology","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":[0.0007914444,0.0006071193,0.0005670581,0.001314217,0.0007365685,0.001673284,0.0006148211,0.001578387,0.9355816],"category_scores_gemma":[0.0013352,0.0002739734,0.0003258981,0.001410453,0.0005241895,0.001344296,0.00135223,0.0006784339,0.8929364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004595833,"about_ca_system_score_gemma":0.0004403419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004348344,"about_ca_topic_score_gemma":0.003035501,"domain_scores_codex":[0.99961,0.00007535153,0.00003236548,0.00009634428,0.0001033303,0.00008257299],"domain_scores_gemma":[0.9991431,0.0002907646,0.00004906235,0.0001420068,0.0001589981,0.0002159763],"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":[0.0002493899,0.0004208061,0.004603932,0.0003483132,0.00002247984,0.0003095156,0.0002352112,0.0002493276,0.002655344,0.003101327,0.2219719,0.7658325],"study_design_scores_gemma":[0.0001018967,0.0001697734,0.01042535,0.0003304094,0.00001971099,0.0005863959,0.0005053621,0.0007455947,0.000881788,0.001686806,0.9845176,0.00002939398],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01318736,0.0005720929,0.004649763,0.001706194,0.0006939205,0.0003138822,0.004501436,0.002111698,0.9722636],"genre_scores_gemma":[0.01656501,0.0003876687,0.004054537,0.0005479036,0.0001120895,0.0001784325,0.002767816,0.0004149752,0.9749716],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06441838,"threshold_uncertainty_score":0.09188497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004548030008724958,"score_gpt":0.1745323923276312,"score_spread":0.1699843623189062,"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."}}