{"id":"W3107795159","doi":"10.1002/nse2.20030","title":"A tour of wood product manufacturing facilities in British Columbia as an example of experiential learning","year":2020,"lang":"en","type":"article","venue":"Natural sciences education","topic":"Problem and Project Based Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Punctuality; Experiential learning; Product (mathematics); Marketing; Medical education; Business; Psychology; Engineering management; Engineering; Mathematics education; Transport engineering; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008791042,0.00005007674,0.000128144,0.00005726952,0.0003906897,0.0001940762,0.0002798988,0.00004275615,0.0004682085],"category_scores_gemma":[0.0006076677,0.00007012399,0.00003255482,0.0005362261,0.0003458089,0.00070562,0.00003176872,0.0001839114,0.000002175483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004642612,"about_ca_system_score_gemma":0.0008759589,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.513267,"about_ca_topic_score_gemma":0.144774,"domain_scores_codex":[0.9985515,0.0002790627,0.0002206745,0.0003009303,0.0004215501,0.0002262218],"domain_scores_gemma":[0.999561,0.00006532769,0.0001546483,0.00005812755,0.00008751624,0.00007337638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002556855,0.0001887756,0.1312476,0.000164185,0.000006937361,0.000001159103,0.4424883,0.000364778,0.008131682,0.0007877949,0.0004687356,0.4161245],"study_design_scores_gemma":[0.0006469834,0.001004572,0.1287704,0.0003695597,0.00001707953,0.000007135867,0.7620288,0.0003822136,0.02849338,0.002970141,0.07458152,0.0007283061],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953706,0.0004170116,0.000004918725,0.0003035341,0.0003232053,0.0002197589,0.000001200553,0.00002866764,0.003331117],"genre_scores_gemma":[0.9981358,0.00002279408,0.0006502966,0.00004849162,0.0001609081,0.00001276379,0.000005794149,0.000003144566,0.0009599935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4153962,"threshold_uncertainty_score":0.8708316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02947120982648051,"score_gpt":0.3094972916528657,"score_spread":0.2800260818263852,"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."}}