{"id":"W4400482809","doi":"10.55016/ojs/cpai.v4i1.71348","title":"Choose your own learning adventure","year":2021,"lang":"en","type":"article","venue":"Canadian Perspectives on Academic Integrity","topic":"Outdoor and Experiential Education","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Adventure; Psychology; Computer science; Artificial intelligence","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":[0.001386162,0.0002918171,0.0002282249,0.0005320936,0.005424808,0.005655447,0.0009801091,0.001162246,0.0814662],"category_scores_gemma":[0.004680283,0.0001964144,0.0005370997,0.0004478735,0.002345708,0.004400901,0.005215547,0.002665378,0.02044581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001045901,"about_ca_system_score_gemma":0.001628635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005203692,"about_ca_topic_score_gemma":0.02795708,"domain_scores_codex":[0.998798,0.0004271019,0.0000372882,0.0001720581,0.0003055995,0.000259951],"domain_scores_gemma":[0.9952288,0.0004284765,0.0002104337,0.0005310797,0.0003879392,0.003213299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002430972,0.001377961,0.02559962,0.000391403,0.00005341477,0.001804846,0.07546788,0.0003756448,0.005651937,0.0836345,0.2795672,0.5258325],"study_design_scores_gemma":[0.00001189601,0.0002325775,0.006603876,0.0001424917,0.00001231067,0.0006083819,0.02392204,0.0002300512,0.0008721752,0.007900556,0.9594135,0.00005012191],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1863758,0.0009843564,0.01498783,0.021362,0.002302697,0.0002447233,0.0004356369,0.001135868,0.772171],"genre_scores_gemma":[0.435384,0.001090406,0.02224111,0.005236126,0.0003652006,0.0001000942,0.0003611424,0.0003962434,0.5348257],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0814662,"threshold_uncertainty_score":0.2725316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0319826060513354,"score_gpt":0.3628108157560325,"score_spread":0.3308282097046971,"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."}}