{"id":"W2292504149","doi":"","title":"Fifteen years of pedagogical advances of technology implementation in Atlantic Canada: from APTICA to CompéTICA","year":2015,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Research, Science, and Academia","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Moncton","funders":"","keywords":"Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.005365571,0.0002874252,0.0005102375,0.002467146,0.007412838,0.009193268,0.002126153,0.001586774,0.005975601],"category_scores_gemma":[0.009217449,0.0002830019,0.0003383479,0.004994814,0.004161331,0.002196587,0.005715701,0.00308611,0.0006683402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09325135,"about_ca_system_score_gemma":0.2462872,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9703983,"about_ca_topic_score_gemma":0.9876387,"domain_scores_codex":[0.9948218,0.0004042502,0.0001868189,0.0002987949,0.002115963,0.002172419],"domain_scores_gemma":[0.9809467,0.00136611,0.001296205,0.0003222888,0.009120479,0.006948143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008293748,0.0008996161,0.3972118,0.001090197,0.0002404669,0.001280421,0.1237755,0.001222323,0.002388088,0.04823084,0.04052378,0.3823076],"study_design_scores_gemma":[0.00001982341,0.0001646004,0.6364399,0.0008737275,0.00008878681,0.00009966103,0.1129185,0.0003861526,0.00122921,0.001168953,0.2465205,0.00009033598],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.89528,0.01222207,0.0006853683,0.03114576,0.0005978163,0.0001379474,0.002028137,0.0000943237,0.05780863],"genre_scores_gemma":[0.9743145,0.003458297,0.0004807518,0.001379371,0.00005700408,0.00003239135,0.0005375327,0.0000239915,0.01971613],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.09325135,"threshold_uncertainty_score":0.6765891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1845663517398377,"score_gpt":0.4475856489891503,"score_spread":0.2630192972493126,"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."}}