{"id":"W4250876605","doi":"10.1007/978-1-4939-7131-2_101084","title":"SMS","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Digital Innovation in Industries","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007916163,0.000217284,0.0001680822,0.0002836503,0.00006310394,0.0006008432,0.0002288189,0.0002314553,0.05433414],"category_scores_gemma":[0.00003542819,0.0001960099,0.00006022863,0.00006763201,0.0001345835,0.0009014211,0.0002127857,0.0001477894,0.03626113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001872667,"about_ca_system_score_gemma":0.00001686284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001646643,"about_ca_topic_score_gemma":0.00001090664,"domain_scores_codex":[0.9991394,1.680303e-7,0.0002626754,0.0002292164,0.0002307429,0.0001378394],"domain_scores_gemma":[0.9991111,0.0000115006,0.0002337333,0.0002680833,0.000371672,0.000003976493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001266694,0.000001728163,0.00001087049,0.00001428646,0.0000111308,0.000001639068,5.521899e-7,4.331051e-8,2.503161e-7,0.5485604,0.449665,0.0017328],"study_design_scores_gemma":[0.00004523369,0.000002187261,0.000006719651,0.0000456665,0.00001307454,4.647616e-7,0.000005507119,0.000004343991,0.000003739207,0.2355768,0.7641014,0.0001948643],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002043535,0.00001050283,0.00006484801,0.0005151652,0.0009150872,0.0001127003,0.00000389875,0.0002876529,0.9980697],"genre_scores_gemma":[0.0007218457,0.000001031592,0.00005857666,0.004708544,0.004981888,0.000003751413,0.0001097126,0.00005988264,0.9893548],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3144364,"threshold_uncertainty_score":0.9644892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05264621018999214,"score_gpt":0.2214816835916052,"score_spread":0.1688354734016131,"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."}}