{"id":"W4411658712","doi":"10.51847/cvoxwpp","title":"10.51847/cVOxwpP","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Health and Wellbeing Research","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sleep quality; Physical activity; Sleep (system call); Psychology; Gerontology; Quality (philosophy); Medicine; Physical therapy; Computer science; Psychiatry; Cognition","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":[0.0008430412,0.0001063035,0.0001839921,0.00009483637,0.0005917117,0.000008555336,0.0002291787,0.0001452371,0.9986317],"category_scores_gemma":[0.0002191175,0.00009440419,0.0000364199,0.0002880046,0.00002529938,0.00005548678,0.00005934302,0.0005007847,0.9989489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001015127,"about_ca_system_score_gemma":0.0003786229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002657043,"about_ca_topic_score_gemma":0.000001195719,"domain_scores_codex":[0.9979302,0.0003434985,0.0003173781,0.000232811,0.0002823893,0.0008937375],"domain_scores_gemma":[0.9984912,0.0003988984,0.00002672623,0.000368567,0.00008856484,0.0006259923],"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":[0.0001045971,0.00002260415,0.00001147696,0.00005042776,0.000003374188,0.00000412223,0.00008708271,0.000003984769,0.00001461172,0.000003716237,0.3269179,0.6727761],"study_design_scores_gemma":[0.0003212926,0.0001218782,0.0006354516,0.00006688139,0.000002680513,7.617055e-7,0.000004722733,0.00008338895,0.000002482841,0.00000861059,0.9986507,0.0001012051],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004602486,0.00004448649,6.079378e-7,0.004281344,0.000008035574,0.0006440429,0.00001517107,0.0001717893,0.9902321],"genre_scores_gemma":[0.0007112435,0.000001788737,0.00007034242,0.001246634,0.0004226154,0.000116759,0.00001595523,0.00002929942,0.9973854],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6726749,"threshold_uncertainty_score":0.4551028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03404335235580638,"score_gpt":0.3779549471877017,"score_spread":0.3439115948318954,"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."}}