{"id":"W4320496098","doi":"10.3390/e25020334","title":"System Integrated Information","year":2023,"lang":"en","type":"article","venue":"Entropy","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"Natural Sciences and Engineering Research Council of Canada; Templeton World Charity Foundation; Tiny Blue Dot Foundation","keywords":"Computer science; Information system; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003190611,0.0007936229,0.001325558,0.002657,0.001247269,0.007190979,0.001925121,0.001851328,0.01225262],"category_scores_gemma":[0.01188629,0.000521083,0.001234424,0.001943256,0.003959986,0.009294172,0.005025442,0.001915949,0.001261699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002794443,"about_ca_system_score_gemma":0.002652039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001588106,"about_ca_topic_score_gemma":0.0009742234,"domain_scores_codex":[0.9963189,0.0008512231,0.0003418721,0.0009603395,0.001203595,0.0003240188],"domain_scores_gemma":[0.993483,0.002567959,0.0007517679,0.001500969,0.001401925,0.0002943584],"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":[0.00003737217,0.0000222385,0.001509846,0.0001829172,0.00008437745,0.0001071388,0.000292479,0.01215663,0.001096712,0.9580188,0.001578162,0.02491338],"study_design_scores_gemma":[0.000012724,0.00007246221,0.001016749,0.0001059851,0.00006494307,0.0001888017,0.0001880169,0.05687376,0.001140455,0.925783,0.01450505,0.00004789003],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02908405,0.001402914,0.9033442,0.002751357,0.0002921558,0.000192388,0.001155695,0.0005300642,0.06124714],"genre_scores_gemma":[0.8187363,0.001383649,0.167546,0.0007840536,0.0003152503,0.000336596,0.001131935,0.0001301499,0.009636063],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01225262,"threshold_uncertainty_score":0.0409891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09965680567653698,"score_gpt":0.369281910741364,"score_spread":0.269625105064827,"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."}}