{"id":"W2148814994","doi":"10.2196/jmir.9.5.e39","title":"Pragmatists, Positive Communicators, and Shy Enthusiasts: Three Viewpoints on Web Conferencing in Health Sciences Education","year":2007,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Q Methodology Applications","field":"Decision Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Viewpoints; Whiteboard; Curriculum; Medical education; Videoconferencing; Interpersonal communication; Computer science; Psychology; Multimedia; Pedagogy; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01851542,0.0005143238,0.0003922106,0.002079321,0.009543963,0.005456671,0.001172138,0.003671068,0.002059869],"category_scores_gemma":[0.021892,0.0004514389,0.0005319366,0.00127181,0.01583703,0.005612846,0.00855882,0.006117668,0.0002968252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004786212,"about_ca_system_score_gemma":0.007069323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004594306,"about_ca_topic_score_gemma":0.00720227,"domain_scores_codex":[0.9822434,0.01390192,0.0003937472,0.0004295551,0.001716517,0.001314955],"domain_scores_gemma":[0.9801005,0.01370971,0.001551448,0.0003801642,0.001645309,0.00261284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005218673,0.0000823437,0.008808514,0.0002220288,0.000007173831,0.0006884797,0.9636638,0.00001435781,0.0006348845,0.004435062,0.001527141,0.01986406],"study_design_scores_gemma":[0.00001443424,0.00008900955,0.009228019,0.000314211,0.00001650172,0.0005090255,0.9775482,0.00006191763,0.0002490699,0.001723345,0.01022686,0.00001933695],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8555759,0.008310972,0.004166174,0.09353394,0.0006506497,0.0002527243,0.00004147937,0.00006634671,0.03740196],"genre_scores_gemma":[0.9871799,0.00277434,0.001123682,0.007020772,0.0001569578,0.0001254688,0.0000110551,0.00001460606,0.001593186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01851542,"threshold_uncertainty_score":0.09792006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.391295561276189,"score_gpt":0.6230939401098402,"score_spread":0.2317983788336512,"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."}}