{"id":"W4385746174","doi":"10.59962/9780774819015","title":"The Information Front","year":2010,"lang":"en","type":"book","venue":"University of British Columbia Press eBooks","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Front (military); Computer science; Geography; Meteorology","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":[0.0007550598,0.0009359894,0.0004297331,0.003974211,0.01173521,0.01860445,0.001128586,0.003855774,0.0728503],"category_scores_gemma":[0.00208543,0.0005038615,0.0003748383,0.005129985,0.01060196,0.01229215,0.004165012,0.00378048,0.02459598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03277586,"about_ca_system_score_gemma":0.02899409,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5168229,"about_ca_topic_score_gemma":0.6161383,"domain_scores_codex":[0.9987366,0.0001124433,0.00002829397,0.0001374046,0.000659554,0.0003257052],"domain_scores_gemma":[0.9989638,0.0002020508,0.00003411949,0.0001234506,0.0004305493,0.0002460247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001251273,0.000007809075,0.0001125665,0.00009128825,0.000001902146,0.00009249875,0.003967675,0.00005724414,0.0001255593,0.5664008,0.3620468,0.06708342],"study_design_scores_gemma":[6.57122e-7,9.71986e-7,0.00007831362,0.00005340902,7.931364e-7,0.00002396514,0.0003971837,0.00001138721,0.00002410687,0.006150191,0.9932568,0.000002285376],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004667002,0.01233368,0.0006352466,0.007444985,0.001233291,0.00002102247,0.0001638575,0.0001040288,0.9775971],"genre_scores_gemma":[0.01772207,0.01139192,0.0006377216,0.003185154,0.0005869044,0.00001707101,0.0001672941,0.0001266162,0.9661652],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4831771,"threshold_uncertainty_score":0.9720453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005905215458264496,"score_gpt":0.1561851350378074,"score_spread":0.1502799195795429,"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."}}