{"id":"W2589469908","doi":"10.1016/j.humov.2017.02.004","title":"Hybrid is not a dirty word: Commentary on Wade and Kazeck (2017)","year":2017,"lang":"en","type":"article","venue":"Human Movement Science","topic":"Children's Physical and Motor Development","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Children's Hospital","funders":"Australian Catholic University","keywords":"Word (group theory); Computer science; Psychology; Natural language processing; Linguistics; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003283072,0.0001703236,0.0001577661,0.00007683383,0.001535278,0.000213183,0.0007771604,0.00001976708,0.0006004823],"category_scores_gemma":[0.00001121655,0.0001414208,0.00004055684,0.0000408231,0.0007618803,0.0001978561,0.0004468306,0.0001410012,0.0002252526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007417721,"about_ca_system_score_gemma":0.00001919069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000353102,"about_ca_topic_score_gemma":0.00001899793,"domain_scores_codex":[0.998272,0.00001705121,0.0001823533,0.0006348182,0.0004565142,0.000437271],"domain_scores_gemma":[0.9987519,0.00002067101,0.0001344875,0.0008785174,0.00002645075,0.000188013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002176281,0.002497827,0.099944,0.0000364368,0.0001646461,0.0001342844,0.01201561,0.000001527112,0.04444955,0.08528829,0.6339856,0.1212645],"study_design_scores_gemma":[0.0008737958,0.0001824621,0.9615424,0.00003592509,0.000007860911,0.00000151611,0.0000550564,0.00001030602,0.009704927,0.005187403,0.0221565,0.0002418165],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753139,0.00001268626,0.00001282312,0.008015465,0.0005080692,0.0002743501,0.00002135795,0.00003005183,0.01581132],"genre_scores_gemma":[0.9705977,0.000006237196,0.00009132862,0.02533829,0.0001665262,0.00003347399,0.00000461061,0.000008677501,0.003753122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8615984,"threshold_uncertainty_score":0.9997646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03800461898225827,"score_gpt":0.3236573732549664,"score_spread":0.2856527542727081,"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."}}