{"id":"W4406584587","doi":"10.14742/apubs.2010.2125","title":"iTeach, iDance","year":2010,"lang":"en","type":"article","venue":"ASCILITE Publications","topic":"Physical Education and Pedagogy","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003936682,0.00008146764,0.0001017924,0.00009587443,0.00070922,0.00001916344,0.000296863,0.0001155948,0.00699724],"category_scores_gemma":[0.001084277,0.00007481784,0.00004762386,0.0004724225,0.00008999671,0.0002741105,0.00005777137,0.0008312658,0.005631715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003021217,"about_ca_system_score_gemma":0.0005516516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001269762,"about_ca_topic_score_gemma":0.0004427331,"domain_scores_codex":[0.998898,0.0001188629,0.0002801555,0.0002322773,0.0001414861,0.0003292421],"domain_scores_gemma":[0.9981416,0.0004526204,0.0001009176,0.0007119542,0.000359779,0.0002331205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002871813,0.0001960622,0.05704369,0.00001764866,0.000008728087,3.463692e-8,0.003476308,2.453942e-7,0.004800954,0.7610444,0.149128,0.02428104],"study_design_scores_gemma":[0.000102366,0.000003322194,0.2537831,0.000002735396,0.000002924666,2.904956e-7,0.000288318,0.00004340613,0.00001153973,0.004480197,0.7412207,0.00006111994],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2023072,0.00003347564,0.0004172434,0.09163381,0.001709859,0.0004917645,0.00006128106,0.0004189514,0.7029264],"genre_scores_gemma":[0.8976074,0.000008882393,0.00118624,0.006469746,0.0007960483,0.0006081937,0.000135396,0.0000151079,0.09317292],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7565642,"threshold_uncertainty_score":0.9951425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08921078821081979,"score_gpt":0.4976657719830643,"score_spread":0.4084549837722445,"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."}}