{"id":"W1582137574","doi":"","title":"The Power of Peer Review In Multimedia Production","year":2002,"lang":"en","type":"article","venue":"Journal of educational multimedia and hypermedia","topic":"Digital Storytelling and Education","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Multimedia; Computer science; Formative assessment; Set (abstract data type); Perspective (graphical); Negotiation; Variety (cybernetics); Value (mathematics); Meaning (existential); Interactive media; Mathematics education; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3104888,0.001248232,0.002800171,0.01054431,0.01145292,0.03017623,0.005363924,0.007018648,0.0132521],"category_scores_gemma":[0.6187491,0.00144544,0.001182318,0.006791871,0.02515903,0.01692542,0.01570134,0.006938973,0.006533719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006541137,"about_ca_system_score_gemma":0.02319579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001656638,"about_ca_topic_score_gemma":0.003066331,"domain_scores_codex":[0.4483916,0.3749386,0.02269914,0.01990456,0.129891,0.004174959],"domain_scores_gemma":[0.1865864,0.5325225,0.04514092,0.09565191,0.1245921,0.0155061],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000322797,0.0002094645,0.004633439,0.003602908,0.0003429375,0.001545768,0.02816254,0.0019608,0.002824689,0.12781,0.1054839,0.7231008],"study_design_scores_gemma":[0.0001641237,0.000661828,0.00525529,0.004062184,0.0001747868,0.001868892,0.008168559,0.004214312,0.004219035,0.1360277,0.8347965,0.0003867925],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03150591,0.04580019,0.3237181,0.12815,0.03086369,0.004362704,0.0002322722,0.002220643,0.4331464],"genre_scores_gemma":[0.6575217,0.02479579,0.175514,0.01691193,0.03731468,0.006074977,0.0002372815,0.002482008,0.07914761],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6895112,"threshold_uncertainty_score":0.8502901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06564728261150693,"score_gpt":0.3873227567568243,"score_spread":0.3216754741453174,"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."}}