{"id":"W1503690330","doi":"","title":"Edward Riche, Easy to Like .","year":2011,"lang":"en","type":"article","venue":"Newfoundland and Labrador Studies","topic":"Diverse Educational Innovations Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Geography; Archaeology; History","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009503914,0.0001145207,0.000151647,0.00001803817,0.0003595712,0.00002977355,0.00009395272,0.0000256725,0.0001599442],"category_scores_gemma":[0.00006842994,0.000042608,0.00002594793,0.0003374896,0.00008320827,0.00009052558,0.000133725,0.00004564242,0.0001010535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000221124,"about_ca_system_score_gemma":0.000004295388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009751774,"about_ca_topic_score_gemma":0.003947102,"domain_scores_codex":[0.9993631,0.00001600578,0.0001222621,0.00021336,0.0001114233,0.0001738568],"domain_scores_gemma":[0.9996089,0.000102571,0.00003356464,0.00003527824,0.0001586378,0.00006102096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009205065,0.0004031168,0.6953457,0.000036896,0.0004851336,0.00001080097,0.01456408,4.323478e-7,0.003247058,0.04275655,0.07122335,0.1718349],"study_design_scores_gemma":[0.00006800731,0.0001363031,0.7724139,0.00001311269,0.00001500759,0.000002520995,0.00540334,3.246624e-7,0.00002129917,0.001111715,0.2206809,0.0001335301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801059,0.001166743,0.00000111629,0.002311244,0.000441629,0.0001218825,0.00001718486,0.00005626454,0.01577802],"genre_scores_gemma":[0.9928778,0.0003532794,0.0005355488,0.001372027,0.0002943989,0.00003650676,0.000006631185,8.139986e-7,0.004522951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1717013,"threshold_uncertainty_score":0.2765567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0810290382489868,"score_gpt":0.2777651546122551,"score_spread":0.1967361163632683,"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."}}