{"id":"W4412737325","doi":"10.1080/07053436.2025.2524189","title":"Le numérique dans les sports de nature : étude exploratoire et inductive pour une première catégorisation des formes d’utilisation des outils connectés","year":2025,"lang":"fr","type":"article","venue":"Loisir et Société / Society and Leisure","topic":"Digital Games and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agence Nationale de la Recherche","keywords":"Humanities; Psychology; Physics; Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.00823655,0.0006244438,0.0008867427,0.007673496,0.002240417,0.004306733,0.0009341789,0.001122154,0.003240582],"category_scores_gemma":[0.01608685,0.0006034191,0.0007528999,0.006977526,0.003889903,0.004194168,0.002755403,0.001401104,0.0003276299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003085371,"about_ca_system_score_gemma":0.002388215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01170391,"about_ca_topic_score_gemma":0.01570864,"domain_scores_codex":[0.9875374,0.008633507,0.0005819742,0.001024811,0.001592323,0.0006299397],"domain_scores_gemma":[0.9771498,0.01796381,0.002245601,0.0008377894,0.001519675,0.0002834006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003439235,0.0007434892,0.2565581,0.001272388,0.0001491709,0.001366047,0.5967917,0.0007979495,0.005793346,0.01837038,0.0006074348,0.1172061],"study_design_scores_gemma":[0.00005174086,0.0005144164,0.4217653,0.0008919529,0.0001011436,0.001565897,0.5285212,0.002540651,0.003821146,0.003991277,0.03611149,0.0001237214],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746082,0.000866762,0.01406234,0.000257425,0.00001886271,0.0003773738,0.0003755668,0.00001602807,0.009417474],"genre_scores_gemma":[0.978583,0.001120598,0.0151113,0.00009019461,0.00002578767,0.001597299,0.0002883875,0.00002348021,0.003159981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01170391,"threshold_uncertainty_score":0.04355949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02699161677476853,"score_gpt":0.321238719803251,"score_spread":0.2942471030284824,"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."}}