{"id":"W1973869408","doi":"10.5408/1.3544245","title":"Engaging Students in Atmospheric Science: A University-High School Collaboration in British Columbia, Canada","year":2009,"lang":"en","type":"article","venue":"Journal of Geoscience Education","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Atmospheric research; Sample (material); Mathematics education; Geography; Environmental science; Sociology; Psychology; Meteorology; Pedagogy","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":[0.007259079,0.0006860949,0.00147722,0.002841408,0.06310975,0.009657324,0.00388282,0.003182925,0.007271653],"category_scores_gemma":[0.01063347,0.0009886378,0.0004080587,0.006238763,0.008309721,0.002193352,0.008354143,0.003982489,0.0007436345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07888296,"about_ca_system_score_gemma":0.1992238,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.976133,"about_ca_topic_score_gemma":0.9936571,"domain_scores_codex":[0.9882903,0.003104477,0.0002795023,0.001414983,0.001943703,0.004967141],"domain_scores_gemma":[0.9613901,0.002533847,0.0006776939,0.0005377334,0.006511535,0.02834924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003173088,0.001590763,0.08891948,0.0002568526,0.00006545605,0.002490108,0.8141898,0.000243137,0.00245239,0.002180669,0.02219132,0.06510273],"study_design_scores_gemma":[0.00004873385,0.00019017,0.08708086,0.0001982362,0.00002216023,0.0001091822,0.848734,0.0002813384,0.0003237654,0.000383411,0.062534,0.00009419971],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732729,0.001157904,0.0006128612,0.009008116,0.0001591961,0.0004634326,0.0003427219,0.00007797186,0.0149049],"genre_scores_gemma":[0.9834209,0.0007230956,0.001433418,0.002278885,0.00002244304,0.000166862,0.0002360346,0.00005665575,0.01166175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07888296,"threshold_uncertainty_score":0.5723386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004579388782334362,"score_gpt":0.2371943097025556,"score_spread":0.2326149209202212,"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."}}