{"id":"W2114050846","doi":"10.5539/ies.v4n1p21","title":"Framing learning conditions in geography excursions","year":2011,"lang":"en","type":"article","venue":"International Education Studies","topic":"Geography Education and Pedagogy","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Framing (construction); Empirical research; Mathematics education; Psychology; Epistemology; Geography; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005005537,0.0003450947,0.0003348032,0.001604053,0.002857662,0.004548695,0.0009408389,0.001612399,0.005387058],"category_scores_gemma":[0.02648912,0.0002805197,0.0002810329,0.0009542402,0.01262106,0.005079569,0.005772349,0.001367338,0.0003091632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002861735,"about_ca_system_score_gemma":0.001199512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001104851,"about_ca_topic_score_gemma":0.001177214,"domain_scores_codex":[0.9899445,0.007248277,0.0003025525,0.0007716561,0.0009136482,0.0008193933],"domain_scores_gemma":[0.9723446,0.02027285,0.00299128,0.001788813,0.001201984,0.001400389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006580037,0.0002614481,0.02112869,0.0004923952,0.00002292807,0.002542472,0.6343517,0.00151987,0.01351424,0.2698353,0.0007572771,0.05491568],"study_design_scores_gemma":[0.0001231266,0.0006706926,0.0479826,0.0006675785,0.00003794047,0.0009428769,0.7396772,0.003701105,0.01012531,0.152169,0.04376173,0.000140791],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9246098,0.0003051565,0.01983789,0.00101557,0.00003969754,0.0001366596,0.00003569491,0.00007392842,0.05394569],"genre_scores_gemma":[0.9981019,0.00002838717,0.001185403,0.00001341384,0.000007444811,0.00002881067,0.000009766739,0.000008843276,0.0006159383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005387058,"threshold_uncertainty_score":0.02647215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1359239301352896,"score_gpt":0.468742231442719,"score_spread":0.3328183013074295,"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."}}