{"id":"W3035291694","doi":"10.36510/learnland.v13i1.1005","title":"Life Histories Center Performance as Response to Text","year":2020,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Grammar; Life history; Center (category theory); Psychology; Visual arts; Linguistics; Aesthetics; Literature; Art; Ecology; Biology; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001305502,0.0006929275,0.0002626883,0.001555192,0.002483304,0.00347758,0.000830861,0.0006837072,0.04241853],"category_scores_gemma":[0.009364967,0.0001712912,0.0001845923,0.000957158,0.001133617,0.001565779,0.003859499,0.00101906,0.00851542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001463035,"about_ca_system_score_gemma":0.0005891263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001814152,"about_ca_topic_score_gemma":0.003328976,"domain_scores_codex":[0.9982536,0.0006906551,0.00006891289,0.0002935614,0.0004591199,0.0002341592],"domain_scores_gemma":[0.9951565,0.001384081,0.0004784565,0.0006134849,0.0008961867,0.001471353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001123871,0.001728602,0.03455584,0.0004403156,0.00005181481,0.001557628,0.4315362,0.000708807,0.05482128,0.04636863,0.1101229,0.3169841],"study_design_scores_gemma":[0.00007239865,0.00158724,0.198429,0.0002324915,0.00004670505,0.0007078656,0.1748166,0.001583137,0.03014888,0.009109423,0.5831016,0.0001646075],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4039507,0.0001008539,0.003890809,0.001196177,0.0004150801,0.0003868044,0.0009481175,0.001052248,0.5880591],"genre_scores_gemma":[0.8207781,0.0001005536,0.00475902,0.00028092,0.0001386126,0.0003296301,0.0007831454,0.0005235649,0.1723064],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04241853,"threshold_uncertainty_score":0.1419042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05464092450399783,"score_gpt":0.3273375217160508,"score_spread":0.272696597212053,"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."}}