{"id":"W1705891253","doi":"10.21432/t2cw24","title":"Effects of Learners' Readiness on Their Perceived Learning Outcomes","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Strengths and weaknesses; Context (archaeology); Perception; Mathematics education; Psychology; Computer science; Pedagogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004401059,0.0003728068,0.0003907121,0.000946058,0.0004578773,0.001652354,0.0003624273,0.0005132625,0.006870832],"category_scores_gemma":[0.02620531,0.0001339332,0.000601307,0.000398538,0.0005390607,0.0008050526,0.001043975,0.00110752,0.0009820159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002644347,"about_ca_system_score_gemma":0.0005083634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008615489,"about_ca_topic_score_gemma":0.001290031,"domain_scores_codex":[0.9970574,0.001044831,0.0002637187,0.0002700576,0.0008660358,0.0004978901],"domain_scores_gemma":[0.9686435,0.01953323,0.003560554,0.000673834,0.002943493,0.00464541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002030734,0.003798148,0.8967475,0.0002128101,0.0003041293,0.0003716576,0.006496983,0.0009525001,0.006081696,0.0003918591,0.0005654569,0.08204638],"study_design_scores_gemma":[0.00002868263,0.003143087,0.9890307,0.00003462905,0.00009961584,0.0001280588,0.00352546,0.0006583757,0.002560259,0.0001937833,0.0005546733,0.00004265824],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978402,0.00006205184,0.0001185154,0.00005399817,0.000005671183,0.00001662144,0.00003946088,0.00001553303,0.001847929],"genre_scores_gemma":[0.999301,0.00003219311,0.00009105412,0.000009406878,0.000002843001,0.00001926108,0.00004806234,0.00000364221,0.0004925619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006870832,"threshold_uncertainty_score":0.02327532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01014763109869396,"score_gpt":0.254954980006321,"score_spread":0.244807348907627,"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."}}