{"id":"W4249796469","doi":"10.4000/communication.535","title":"Alexander John WATSON, Marginal Man. The Dark Vision of Harold Innis","year":2008,"lang":"en","type":"article","venue":"Communication","topic":"History of Science and Medicine","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Watson; Philosophy; Art history; Art; Artificial intelligence; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001376916,0.0004526277,0.0003661597,0.0008818124,0.009729293,0.005947012,0.0007121683,0.002441211,0.009613038],"category_scores_gemma":[0.004033849,0.0002866474,0.0001394251,0.001019863,0.008526515,0.006354553,0.002742429,0.005454588,0.003287783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007347746,"about_ca_system_score_gemma":0.008251024,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09472234,"about_ca_topic_score_gemma":0.1831912,"domain_scores_codex":[0.9989656,0.0002643565,0.00002214682,0.0001346772,0.0004362362,0.0001769275],"domain_scores_gemma":[0.9985196,0.0004765989,0.00006590677,0.00005711011,0.0004504722,0.0004303453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000009616149,0.000007114231,0.0001556266,0.00004304968,0.000001875506,0.0001492701,0.004714642,0.00002605632,0.00006638112,0.1930495,0.7810323,0.02074468],"study_design_scores_gemma":[8.790062e-7,0.000001656016,0.00008417321,0.00008660778,7.035497e-7,0.0001160056,0.002683552,0.000008894885,0.00002990343,0.01204279,0.9849401,0.000004785927],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00256791,0.210322,0.0009234862,0.5522333,0.0235451,0.00001361671,0.00007046766,0.00008607505,0.2102381],"genre_scores_gemma":[0.08900593,0.1298492,0.001346731,0.1520149,0.007656805,0.0000427387,0.00006120028,0.00024069,0.6197818],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9902707,"threshold_uncertainty_score":0.188342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06019946671625068,"score_gpt":0.2620980060538977,"score_spread":0.201898539337647,"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."}}