{"id":"W3178019705","doi":"10.2139/ssrn.3819348","title":"Safety First in a Hostile Environment:: The Historical Origins of Artificial Intelligence","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Computability, Logic, AI Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Psychology; History","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.002887772,0.0004208784,0.0005090054,0.001272972,0.003039063,0.006817679,0.001158784,0.003300141,0.006091525],"category_scores_gemma":[0.006039579,0.0003679058,0.0003516358,0.001359121,0.02283563,0.01230504,0.002828621,0.005027066,0.0009332596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00427897,"about_ca_system_score_gemma":0.002455394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004444934,"about_ca_topic_score_gemma":0.00263053,"domain_scores_codex":[0.9988574,0.0004348386,0.00004620693,0.0002636444,0.0002395695,0.0001583264],"domain_scores_gemma":[0.9961472,0.002210455,0.0003599928,0.0004400059,0.0005870934,0.0002552345],"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":[0.00003476618,0.00001818576,0.0004701476,0.0000662875,0.000005021715,0.00006562666,0.002785064,0.0008744032,0.000111839,0.9761454,0.002466753,0.01695661],"study_design_scores_gemma":[0.00001304045,0.00006556776,0.0006747833,0.0002914706,0.000008064661,0.000232846,0.001777878,0.00296395,0.0006044647,0.8388166,0.1545163,0.00003503657],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1067539,0.04610781,0.1499277,0.08730035,0.002296054,0.0001185139,0.0002816705,0.0004101816,0.6068038],"genre_scores_gemma":[0.952506,0.0107763,0.01139412,0.002947722,0.000784124,0.00005937227,0.00005573419,0.0001721909,0.02130437],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9969609,"threshold_uncertainty_score":0.03104627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01503420880391197,"score_gpt":0.2266323420393901,"score_spread":0.2115981332354782,"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."}}