{"id":"W4241438585","doi":"10.4018/9781591400578.ch005","title":"A Proposed Process for Performing Data Mining Projects","year":2011,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"IBM (Canada)","funders":"","keywords":"Process (computing); Data science; Computer science; Data mining; Knowledge management; Process management; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.03974099,0.001467874,0.0005756011,0.005305988,0.004964887,0.01378735,0.005021431,0.004104133,0.0123599],"category_scores_gemma":[0.04904694,0.00151129,0.001612882,0.004997315,0.003496171,0.0142413,0.007637196,0.004854175,0.0100844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004261958,"about_ca_system_score_gemma":0.02211992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001786256,"about_ca_topic_score_gemma":0.002123666,"domain_scores_codex":[0.9679353,0.01482069,0.00286741,0.003436542,0.009730667,0.001209461],"domain_scores_gemma":[0.9633341,0.01311442,0.002865527,0.005562889,0.01188314,0.003239947],"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":[0.0001039311,0.0009593102,0.004616284,0.0007591335,0.00003501713,0.001135172,0.01526041,0.007474059,0.005595415,0.5261896,0.0263818,0.4114898],"study_design_scores_gemma":[0.0001543575,0.0008221662,0.002663786,0.001587145,0.00005990043,0.002232413,0.01044324,0.06005362,0.01183312,0.2889601,0.6209297,0.0002604389],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.009502737,0.00033953,0.9361686,0.007635438,0.0002695032,0.007987391,0.0002580987,0.002043502,0.0357951],"genre_scores_gemma":[0.01766347,0.0002620955,0.9632913,0.0002369473,0.00004340817,0.001970504,0.0003364516,0.0001526242,0.01604304],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03974099,"threshold_uncertainty_score":0.210173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1953375009000131,"score_gpt":0.3210421816624304,"score_spread":0.1257046807624173,"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."}}