{"id":"W7074116254","doi":"","title":"It’s snowing? Keep on rolling! Individual determinants of winter cycling in Québec","year":2023,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Gestational Trophoblastic Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cycling; Ectotherm; Climate change; Work (physics); Context (archaeology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001503909,0.0005404385,0.001151217,0.000816181,0.00005208478,0.00002663712,0.0006233257,0.0003848502,0.1915306],"category_scores_gemma":[0.006359008,0.0005588009,0.0003406407,0.0003020999,0.0002601912,0.0000532588,0.0009037728,0.0006610354,0.3781862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003325472,"about_ca_system_score_gemma":0.0005681362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003130766,"about_ca_topic_score_gemma":0.01023386,"domain_scores_codex":[0.9954847,0.0002262257,0.0009812017,0.001899995,0.0009045982,0.0005033119],"domain_scores_gemma":[0.9960082,0.001008966,0.0005440037,0.002096156,0.000119909,0.0002228104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001310299,0.002066741,0.5815988,0.002255281,0.002047013,0.001021242,0.005280843,0.0008699987,0.0002914683,0.00009837402,0.3786922,0.02446766],"study_design_scores_gemma":[0.006732787,0.00003092058,0.7151126,0.01724165,0.001343731,0.00005896113,0.001159025,0.000489386,0.002132459,0.0008753955,0.2531978,0.001625283],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04744042,0.000008457362,0.00004154376,0.0003952937,0.0005283735,0.001333307,0.0001416594,0.0003164791,0.9497945],"genre_scores_gemma":[0.1340884,0.000184908,0.0005726371,0.0002975926,0.000204874,0.0002583683,0.00003182419,0.000734464,0.8636269],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1866556,"threshold_uncertainty_score":0.9996864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02454491796431167,"score_gpt":0.3002271592316589,"score_spread":0.2756822412673472,"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."}}