{"id":"W2171370628","doi":"10.20360/g2ks3t","title":"LLRC and L&L: Just Married!","year":2011,"lang":"en","type":"article","venue":"Language and Literacy","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"General partnership; Literacy; Scholarship; Sociology; Political science; Pedagogy; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001051448,0.00003454229,0.00005315337,0.00008869544,0.0003498019,0.0001994025,0.00003828359,0.0000354228,0.002099348],"category_scores_gemma":[0.00003543344,0.00003996951,0.00001413945,0.00006225004,0.0001945306,0.0002249774,0.00001551372,0.00004864484,0.00004448062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002559609,"about_ca_system_score_gemma":0.00004248516,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3503588,"about_ca_topic_score_gemma":0.4288521,"domain_scores_codex":[0.999646,0.00002983601,0.0000522825,0.00009325865,0.00006081074,0.0001178083],"domain_scores_gemma":[0.9997604,0.00001679539,0.00001721422,0.00007056036,0.00001372199,0.0001212903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007276737,0.00001331467,0.002086259,0.00001914113,0.000005843398,0.00006372586,0.9013652,1.590944e-9,0.00005106353,0.01773845,0.006954905,0.07169488],"study_design_scores_gemma":[0.00007322656,0.000006111627,0.008016014,0.00000852504,0.000007522123,0.000002860583,0.007318823,2.01256e-7,0.000002223038,0.0003143452,0.9841852,0.00006495381],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8057231,0.00411593,0.000006892711,0.0001676174,0.0001311473,0.00004847351,0.0000113244,0.00002960299,0.1897659],"genre_scores_gemma":[0.9071447,0.0004231212,0.0004131487,0.0007116524,0.0002597353,0.000003367644,0.000004633463,0.000006215041,0.09103339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9772303,"threshold_uncertainty_score":0.9988129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02081239565637314,"score_gpt":0.2703773267166855,"score_spread":0.2495649310603124,"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."}}