{"id":"W3213089023","doi":"10.7227/jha.066","title":"Visual Media and Development Education in Canadian Schools","year":2021,"lang":"en","type":"article","venue":"Journal of Humanitarian Affairs","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Outreach; Popularity; Agency (philosophy); Autonomy; Visual media; Library science; Political science; Sociology; Media studies; Visual arts; Art; Social science; Law","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":[0.002625345,0.0003637782,0.0003768457,0.004422682,0.03123926,0.0110183,0.001421626,0.001241241,0.01396428],"category_scores_gemma":[0.004309576,0.0003680786,0.0003634525,0.00675665,0.008037955,0.002065126,0.004685555,0.002569528,0.0005647345],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1768757,"about_ca_system_score_gemma":0.2605966,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9938475,"about_ca_topic_score_gemma":0.9980217,"domain_scores_codex":[0.9967636,0.0005117062,0.00005957363,0.0002349962,0.0008541993,0.001575959],"domain_scores_gemma":[0.9959037,0.0004377928,0.0002190761,0.00009815627,0.001399452,0.001941924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001837945,0.0004139487,0.04742561,0.0009577692,0.00003335391,0.001038947,0.2280893,0.0004942948,0.0005422596,0.3481497,0.1166228,0.2560483],"study_design_scores_gemma":[0.00002419958,0.00005545952,0.07754241,0.001245526,0.00003877652,0.0001567167,0.1834283,0.0001973308,0.0003549607,0.006753464,0.7301186,0.00008426982],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3394789,0.03057162,0.0006077781,0.07074358,0.001141294,0.000172267,0.00124399,0.0001786767,0.5558619],"genre_scores_gemma":[0.9291394,0.01071231,0.00095161,0.002820259,0.00007904378,0.00003829514,0.0002424287,0.00004390869,0.05597274],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1768757,"threshold_uncertainty_score":0.9547075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01988494163462195,"score_gpt":0.3231674112392564,"score_spread":0.3032824696046345,"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."}}