{"id":"W1679611287","doi":"10.1155/2015/528083","title":"Starter Labelling of <mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" id=\"M1\"><mml:mrow><mml:mi>k</mml:mi></mml:mrow></mml:math>-Windmill Graphs with Small Defects","year":2015,"lang":"lv","type":"article","venue":"International Journal of Combinatorics","topic":"graph theory and CDMA systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Algorithm; Artificial intelligence; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004796953,0.0008777856,0.0006597699,0.001110368,0.001238898,0.001758185,0.001231965,0.0009558043,0.0915703],"category_scores_gemma":[0.001900675,0.0005122162,0.0007659376,0.001070341,0.0008578962,0.002396421,0.001274248,0.001902911,0.03849037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009192528,"about_ca_system_score_gemma":0.0008449672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001963831,"about_ca_topic_score_gemma":0.004610852,"domain_scores_codex":[0.999406,0.0001111773,0.00003492921,0.0001424892,0.0001911279,0.0001143231],"domain_scores_gemma":[0.9987289,0.0002920538,0.00007995432,0.0004481801,0.000338686,0.0001121302],"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":[0.0007706629,0.0002173639,0.0006887276,0.0005202627,0.00002858002,0.0006397126,0.0007770088,0.004143948,0.03379222,0.5452952,0.2731225,0.1400038],"study_design_scores_gemma":[0.00008345253,0.0001386627,0.0008104468,0.0001190457,0.00002869989,0.0002701952,0.0002834066,0.006318834,0.04083367,0.2035351,0.7474933,0.00008531308],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04550624,0.0003404806,0.5012119,0.001766746,0.00259606,0.0006046495,0.01652398,0.02110203,0.4103479],"genre_scores_gemma":[0.2193481,0.0006377805,0.2534549,0.001076553,0.0002745545,0.0007312832,0.03035817,0.01394127,0.4801772],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0915703,"threshold_uncertainty_score":0.3063332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01882268798240182,"score_gpt":0.2232062879342021,"score_spread":0.2043835999518003,"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."}}