{"id":"W1833172815","doi":"","title":"Review of Mark Changizi’s Harnessed","year":2013,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Cognitive and developmental aspects of mathematical skills","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Computer science; Environmental science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002300048,0.0007731565,0.001041993,0.00364402,0.001045376,0.002971108,0.002099753,0.005001753,0.009708807],"category_scores_gemma":[0.009006884,0.0005154356,0.0004713464,0.003269926,0.002261692,0.005143421,0.002159364,0.004910942,0.006532568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002568862,"about_ca_system_score_gemma":0.003256606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003302939,"about_ca_topic_score_gemma":0.004561857,"domain_scores_codex":[0.998757,0.0002585104,0.0001624594,0.0002838445,0.000440419,0.00009768691],"domain_scores_gemma":[0.9964295,0.001698249,0.0002333327,0.0001309613,0.001148245,0.0003596859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003338988,0.00002893978,0.00009567197,0.003878491,0.00002335711,0.0001905789,0.0003707817,0.00007225412,0.0001744834,0.01344574,0.7121906,0.2694957],"study_design_scores_gemma":[0.000002617411,0.00001013752,0.0001269509,0.001382889,0.000004516055,0.0003018745,0.00003770617,0.000007148726,0.00003176577,0.0007878563,0.9973002,0.000006375227],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.0001019164,0.9636675,0.0001708776,0.02089086,0.01045499,0.000007035781,0.0000346387,0.0000184533,0.004653804],"genre_scores_gemma":[0.002061651,0.9383665,0.0002671676,0.03283942,0.01765464,0.00002830656,0.00009677249,0.00004512049,0.008640482],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.009708807,"threshold_uncertainty_score":0.03247917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02758434742269058,"score_gpt":0.2708436273210833,"score_spread":0.2432592798983927,"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."}}