{"id":"W4411658880","doi":"10.51847/kwwj7nw","title":"10.51847/KWwj7nw","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Health and Well-being Studies","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Medicine","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":[0.0001496267,0.0001045895,0.0001555276,0.00004759069,0.0001056977,0.00001051886,0.000128413,0.00006343881,0.9970223],"category_scores_gemma":[0.00002216466,0.00009818983,0.00003810917,0.0001408578,0.00002788887,0.00002141412,0.00001837708,0.00009124779,0.9974056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000180683,"about_ca_system_score_gemma":0.00001613617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001174295,"about_ca_topic_score_gemma":3.914251e-7,"domain_scores_codex":[0.9990784,0.00005737862,0.0001622493,0.0002155136,0.00009085895,0.0003956305],"domain_scores_gemma":[0.9994871,0.00006719175,0.00001728619,0.0002706503,0.0000216293,0.0001361668],"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":[0.00005763342,0.00003265002,0.000002108984,0.000003324193,0.00001530746,0.000008401739,0.0001335488,0.00000215735,0.00000136454,0.000009085166,0.3557965,0.6439379],"study_design_scores_gemma":[0.0002382529,0.0001578297,0.0009910293,0.000007249,0.000008079523,0.000006067984,0.000003242334,0.000003315893,0.000001343969,0.000005846306,0.998466,0.0001117385],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00234814,0.0002182817,4.913302e-7,0.001724225,0.00001441053,0.0001556659,0.000007701238,0.0001404324,0.9953907],"genre_scores_gemma":[0.001038187,7.445405e-7,0.00003619514,0.001040128,0.0002396869,0.00003760205,0.000005482282,0.00001817061,0.9975838],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6438261,"threshold_uncertainty_score":0.4004065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01361167813968918,"score_gpt":0.2741469914089897,"score_spread":0.2605353132693006,"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."}}