{"id":"W6950654354","doi":"10.5446/36344","title":"Fighting Back in the War on General Purpose Computers","year":2015,"lang":"en","type":"other","venue":"TIB KMO / FLOWWORKS GmbH","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Brother; Frontier; Movie theater; Spanish Civil War; Apollo; Espionage; Hollywood","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":[0.0007794121,0.00066524,0.0002600128,0.0007669904,0.003947804,0.005250049,0.0006143604,0.00164503,0.1758517],"category_scores_gemma":[0.003676367,0.0002762696,0.0002736473,0.0006707196,0.001337411,0.006940663,0.003707374,0.001954603,0.106653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008166856,"about_ca_system_score_gemma":0.001060772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003141072,"about_ca_topic_score_gemma":0.005813166,"domain_scores_codex":[0.999353,0.0001062406,0.00001585152,0.00005819042,0.0002544376,0.0002122841],"domain_scores_gemma":[0.9991595,0.000151935,0.00003976314,0.0002179382,0.0001937179,0.0002371803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001048435,0.00002913466,0.0003359047,0.00007741758,0.000004661034,0.0001622443,0.001067764,0.00009028341,0.0006947822,0.02448432,0.8516423,0.1213064],"study_design_scores_gemma":[0.000006389159,0.00001504858,0.0003257266,0.00009048104,0.000002160816,0.0001335027,0.0006759225,0.0001281859,0.0004952269,0.005359725,0.9927614,0.000006282977],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005443021,0.001874744,0.004560675,0.009868666,0.001723742,0.0000522853,0.00036818,0.002637344,0.9734712],"genre_scores_gemma":[0.05853959,0.002438051,0.002277063,0.003281851,0.0005859942,0.00005412537,0.0007341649,0.002023749,0.9300655],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1758517,"threshold_uncertainty_score":0.5882826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02587586370099259,"score_gpt":0.2627082592557584,"score_spread":0.2368323955547658,"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."}}