{"id":"W654789236","doi":"","title":"The Effectiveness of environmental communication with scuba divers : a case study comparing the curricula of BSAC, PADI, and SSI entry-level certification courses","year":2011,"lang":"en","type":"book","venue":"Knowledge Commons (Lakehead University)","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"British Society for Antimicrobial Chemotherapy; Ministry of Natural Resources","keywords":"Certification; Curriculum; Medical education; Engineering; Business; Psychology; Pedagogy; Medicine; Management; Economics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005201631,0.0002567547,0.000324706,0.00009552776,0.000639005,0.00002205614,0.0007278713,0.00006701729,0.00004544291],"category_scores_gemma":[0.0000083041,0.0001753086,0.00007905342,0.0002004608,0.001428828,0.0001284582,0.003619181,0.0002612242,0.00001134669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003457371,"about_ca_system_score_gemma":0.00003618179,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001416136,"about_ca_topic_score_gemma":0.1086324,"domain_scores_codex":[0.9984316,0.0006235639,0.0002186596,0.000320106,0.0002278216,0.0001782856],"domain_scores_gemma":[0.998212,0.0005346982,0.0003141098,0.0008444015,0.00002465978,0.0000701641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001296999,0.004070393,0.7750642,0.000434316,0.001039653,0.0003131406,0.01086043,0.0001449096,0.0001354164,0.01679212,0.002407104,0.1874413],"study_design_scores_gemma":[0.003228955,0.0009125873,0.8673034,0.0006126473,0.00173195,0.0001279035,0.01166987,0.0002345621,0.0001106969,0.0007536046,0.1125299,0.0007839522],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5108912,0.0004607833,0.0001804181,0.00002718124,0.00005754735,0.00170002,0.00005754122,0.0000231001,0.4866022],"genre_scores_gemma":[0.9642663,0.0000399405,0.000008738577,3.609526e-7,0.000004735894,0.000007782099,0.000025687,0.00001502317,0.03563141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4533751,"threshold_uncertainty_score":0.9076328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02990486630900492,"score_gpt":0.2144365416564264,"score_spread":0.1845316753474215,"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."}}