{"id":"W2970232880","doi":"10.3138/cjfs.28.1.2018-0006","title":"Scientific Visions: Resource Extraction and the Colonial Impulse in Canadian Popular Science Films","year":2019,"lang":"fr","type":"article","venue":"Canadian Journal of Film Studies","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Humanities; Art; Ethnology; Political science; History","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.005268843,0.0001544073,0.0003313315,0.0007423526,0.0015835,0.0003545817,0.000620189,0.00009329803,0.001486669],"category_scores_gemma":[0.002146914,0.000118232,0.00007078488,0.001016923,0.006935025,0.0007450217,0.0001164875,0.000623743,0.0003009665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002173506,"about_ca_system_score_gemma":0.003628713,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.826838,"about_ca_topic_score_gemma":0.9936875,"domain_scores_codex":[0.9972761,0.0002321961,0.0004076294,0.0003126652,0.0004317648,0.00133959],"domain_scores_gemma":[0.9976193,0.0001969873,0.0001749531,0.0002467579,0.000115218,0.001646802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002000817,0.0000529164,0.8092844,0.00007564959,0.0001452096,0.001673608,0.02342005,0.002753581,0.001819987,0.004119251,0.1305655,0.02588976],"study_design_scores_gemma":[0.001522467,0.0003511834,0.4468836,0.0002307804,0.00003293979,0.0006411799,0.00812258,0.001771614,0.00008188542,0.001233246,0.5388913,0.0002372103],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9333347,0.03638033,5.939622e-7,0.02590467,0.002510824,0.0003354049,0.00004794165,0.00000110146,0.00148441],"genre_scores_gemma":[0.9939188,0.001001074,0.0001089895,0.0003961711,0.00006930204,0.000003600624,8.789177e-7,0.000008973374,0.00449217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4083258,"threshold_uncertainty_score":0.9997163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01558435815356909,"score_gpt":0.2884569951197513,"score_spread":0.2728726369661822,"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."}}