{"id":"W4389327456","doi":"10.1130/abs/2023am-393459","title":"A METAPHOR-CENTERED APPROACH: METAPHOR'S ROLE IN GEOSCIENCE EDUCATION, COMMUNICATION, & COGNITION","year":2023,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Geography Education and Pedagogy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Metaphor; Cognition; Computer science; Cognitive science; Knowledge management; Earth science; Psychology; Linguistics; Geology; Neuroscience","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.003574393,0.0005101512,0.0004320292,0.00257991,0.003647997,0.01293882,0.00147039,0.002342135,0.009157461],"category_scores_gemma":[0.008394961,0.0004548574,0.0007489966,0.001913888,0.01550141,0.0139835,0.003644773,0.003873376,0.0005441259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002412835,"about_ca_system_score_gemma":0.003964663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003955227,"about_ca_topic_score_gemma":0.003159543,"domain_scores_codex":[0.9982151,0.001134563,0.000053687,0.0002210332,0.0002250353,0.0001507048],"domain_scores_gemma":[0.9959598,0.002469562,0.0003604788,0.0002837187,0.0004247424,0.00050178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005457641,0.00006234783,0.001418429,0.0002044414,0.00002147845,0.0004093711,0.05473593,0.0007271644,0.001594173,0.9164776,0.00254174,0.02175274],"study_design_scores_gemma":[0.00005391814,0.0000676867,0.003754614,0.0003577435,0.00005091472,0.000935423,0.0483373,0.005557364,0.001123927,0.9019651,0.0377286,0.00006729697],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.2105061,0.009432673,0.1687772,0.04648186,0.00119635,0.0001530614,0.0002497002,0.0003308624,0.5628722],"genre_scores_gemma":[0.9725782,0.001042949,0.02096047,0.000804956,0.0001008072,0.00007462307,0.00004067084,0.00007173927,0.00432559],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.996352,"threshold_uncertainty_score":0.0306347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06284333295575659,"score_gpt":0.3359614920515815,"score_spread":0.2731181590958249,"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."}}