{"id":"W1611783796","doi":"10.1016/j.intcom.2009.04.003","title":"In Memoriam Brian Shackel 1927–2007","year":2009,"lang":"en","type":"article","venue":"Interacting with Computers","topic":"Digital Games and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Hindsight bias; Context (archaeology); Genius; Field (mathematics); Epistemology; Computer science; Psychoanalysis; Cognitive science; Psychology; Art history; History; Cognitive psychology; Philosophy; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002553443,0.00009112829,0.0001313408,0.00008421973,0.00004729579,0.0001836398,0.0002135309,0.00003648702,0.00004961228],"category_scores_gemma":[0.0002248238,0.00008125917,0.00003583576,0.0002026919,0.00005415923,0.0005247536,0.00002083071,0.0001547335,0.00005213575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009423282,"about_ca_system_score_gemma":0.00006228819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004253638,"about_ca_topic_score_gemma":0.0005299207,"domain_scores_codex":[0.9990756,0.00004191921,0.0001526403,0.0001918136,0.0002243987,0.0003136628],"domain_scores_gemma":[0.9993007,0.0003601849,0.00007505429,0.0001040463,0.00004015553,0.0001198132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001375963,0.0002565105,0.004501383,0.000009322575,0.00002837469,0.0003955548,0.06292322,0.0002470309,0.00003589468,0.005766201,0.06325188,0.862447],"study_design_scores_gemma":[0.0004335071,0.0001449949,0.003487571,0.0003981659,0.00000393855,0.00001161132,0.002587133,0.0004089166,0.00002310209,0.0002158122,0.992088,0.0001972956],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2304026,0.00003588695,0.001338442,0.008703348,0.01923229,0.0002981437,0.000001088383,0.0001813943,0.7398068],"genre_scores_gemma":[0.9880756,0.000005242475,0.00324732,0.002346323,0.001308098,0.000001795366,0.000001630583,0.000007701159,0.005006295],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.928836,"threshold_uncertainty_score":0.3313653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01361704120504083,"score_gpt":0.3028115146551787,"score_spread":0.2891944734501379,"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."}}