{"id":"W7161730674","doi":"10.3138/cjfms-2025-0033","title":"At the Survey Frontier: Mineral Exploration Film and the “Orderly Development of Newfoundland”","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Film and Media Studies","topic":"History of Science and Natural History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Mineral exploration; Frontier; Geological survey; Corporation; Natural (archaeology); Prospectivity mapping; Politics","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006704048,0.0002558649,0.0001225614,0.00118841,0.01381339,0.006470119,0.0005191502,0.000817715,0.008257587],"category_scores_gemma":[0.001895069,0.0001964829,0.00008795156,0.001676099,0.00918065,0.003770623,0.002603875,0.002057046,0.0003895307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0316758,"about_ca_system_score_gemma":0.01013286,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8340278,"about_ca_topic_score_gemma":0.9583663,"domain_scores_codex":[0.9994082,0.0001425769,0.00001130639,0.00005153006,0.00009826665,0.000288096],"domain_scores_gemma":[0.9988951,0.0004284943,0.0001209066,0.00006440021,0.0001924605,0.0002987458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001412081,0.00003812229,0.008369166,0.0002007326,0.00001868282,0.001981946,0.4565841,0.0002026369,0.001253817,0.1406615,0.3287168,0.06183136],"study_design_scores_gemma":[0.000007951188,0.00001714088,0.03349842,0.0002588632,0.00001167313,0.0003171856,0.2184226,0.00008252617,0.0003702064,0.001791175,0.7451867,0.00003553606],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3328299,0.01481666,0.0006159066,0.08791114,0.001109894,0.00003187715,0.0008323886,0.00009077309,0.5617614],"genre_scores_gemma":[0.8896232,0.005168368,0.0003641601,0.003113097,0.0001731311,0.00001779117,0.0001836781,0.00004899821,0.1013074],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9861866,"threshold_uncertainty_score":0.3338993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05381964259601534,"score_gpt":0.2402700209052062,"score_spread":0.1864503783091908,"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."}}