{"id":"W7051615886","doi":"","title":"Pistons to pipelines: the relationship between aviation, oil and the development of the North","year":2023,"lang":"en","type":"dissertation","venue":"ScholarWorks - UA (University of Alaska System)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Petroleum; Work (physics); Field (mathematics); Petroleum industry; Component (thermodynamics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000382156,0.0001667033,0.00009808473,0.0006693186,0.004119498,0.003434789,0.0002512488,0.0006182996,0.0131434],"category_scores_gemma":[0.0006308146,0.0001122373,0.0001214068,0.00120679,0.005543675,0.002997105,0.00199806,0.001606153,0.000986565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004324789,"about_ca_system_score_gemma":0.004939897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04601008,"about_ca_topic_score_gemma":0.1058581,"domain_scores_codex":[0.9997897,0.00007135987,0.000004063805,0.0000374901,0.00004014054,0.00005727046],"domain_scores_gemma":[0.9997223,0.00008462801,0.00004779786,0.00001074375,0.00005657029,0.00007788962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005217025,0.00004440613,0.005144363,0.0001861164,0.000006515564,0.0004674952,0.05011137,0.0003775049,0.0004860885,0.7915556,0.05584037,0.09572796],"study_design_scores_gemma":[0.000003847584,0.00002480039,0.01325005,0.0005146673,0.000008458742,0.0001966978,0.05969702,0.000097792,0.0003634093,0.09678569,0.8290404,0.00001706389],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07056753,0.03033784,0.001109715,0.04403393,0.0006083795,0.000008926725,0.00009811699,0.00002629462,0.8532093],"genre_scores_gemma":[0.722916,0.0508456,0.001196199,0.00350032,0.0004279858,0.00001957188,0.00005991709,0.00005910901,0.2209753],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04601008,"threshold_uncertainty_score":0.09148455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02243891970580467,"score_gpt":0.2455054654234561,"score_spread":0.2230665457176514,"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."}}