{"id":"W4313387088","doi":"10.32370/ia_2022_12_7","title":"Modern Fitness Trends as Full-Fledged Training for Maintaining Physical Shape","year":2022,"lang":"en","type":"article","venue":"Intellectual Archive","topic":"Physical Education and Training Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physical fitness; Meaning (existential); Adaptation (eye); Fitness landscape; Population; Psychology; Sociology; Medicine; Physical therapy; Demography","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003819513,0.0002370603,0.00043339,0.0002167147,0.00283477,0.00001237547,0.0003348432,0.00003688969,0.002449741],"category_scores_gemma":[0.001518557,0.0002250266,0.0002266139,0.0003654871,0.0001733177,0.00005820569,0.0003658245,0.001124964,0.0001587021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001584948,"about_ca_system_score_gemma":0.0004664935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000298556,"about_ca_topic_score_gemma":0.00002587969,"domain_scores_codex":[0.9976343,0.0004745162,0.0003722206,0.0004686879,0.0002932827,0.0007569743],"domain_scores_gemma":[0.9925408,0.006847671,0.0001423922,0.0002182269,0.00008314317,0.0001677027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008443614,0.0003421216,0.00003445266,0.00002981995,0.0001718564,0.000003367451,0.8167204,0.0003821217,0.001324373,0.02194975,0.03053986,0.1276575],"study_design_scores_gemma":[0.003535172,0.002481918,0.001133351,0.0001349448,0.0001328595,0.00001635966,0.311911,0.2241325,0.00006852623,0.2098966,0.2456495,0.0009072148],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8589124,0.0000527056,0.01316169,0.00496236,0.001923106,0.000852148,0.0003366001,0.0004066795,0.1193923],"genre_scores_gemma":[0.9887738,0.000002509915,0.00049887,0.002046462,0.001202341,0.001860426,0.0001552755,0.00005619185,0.00540416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5048094,"threshold_uncertainty_score":0.9984634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1513597187711866,"score_gpt":0.4544909582580427,"score_spread":0.3031312394868561,"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."}}