{"id":"W4214731982","doi":"10.3167/latiss.2008.010306","title":"Book Reviews","year":2008,"lang":"en","type":"article","venue":"Learning and Teaching","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Blueprint; Sociology; Art history; Media studies; Visual arts; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009734477,0.0007411583,0.0009686702,0.003692742,0.0008300858,0.00376416,0.001716597,0.0021931,0.2356873],"category_scores_gemma":[0.005744157,0.000342251,0.000595381,0.0045822,0.0005223672,0.002682188,0.001740671,0.002147572,0.1835483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001726925,"about_ca_system_score_gemma":0.003525503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0054889,"about_ca_topic_score_gemma":0.01161492,"domain_scores_codex":[0.9986664,0.0001568948,0.00007587951,0.0001517169,0.0008530941,0.00009605105],"domain_scores_gemma":[0.9967788,0.0005727414,0.0002157718,0.0002055815,0.001847157,0.0003799473],"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":[0.000005621539,0.000007337171,0.00001619205,0.0004051668,0.000002973968,0.00002420416,0.00001829961,0.00002266565,0.00005853774,0.001184898,0.9070111,0.09124299],"study_design_scores_gemma":[0.000001793919,0.000003446633,0.00004320357,0.0003260174,0.00000225685,0.00004332091,0.0000154926,0.000003974654,0.00001393567,0.0003647476,0.99918,0.00000177104],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0002543279,0.5042221,0.001603432,0.02620336,0.06011609,0.0001886493,0.002233404,0.0005416225,0.404637],"genre_scores_gemma":[0.001741149,0.2516944,0.00182834,0.01647663,0.01497754,0.0001547675,0.00249552,0.0002559638,0.7103757],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7643127,"threshold_uncertainty_score":0.7884527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1122598981615025,"score_gpt":0.3967486973257739,"score_spread":0.2844887991642714,"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."}}