{"id":"W2912969159","doi":"10.36510/learnland.v10i1.732","title":"Feels Like Home: Writing Alone Together at School","year":2016,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Active listening; Witness; Creative writing; Reading (process); Salt lake; Read aloud; Psychology; Pedagogy; Reading aloud; Writing process; Visual arts; Sociology; Linguistics; Art; Communication","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007645119,0.00009224343,0.0001152045,0.00006578264,0.0007324981,0.00009856151,0.0001520871,0.00008163004,0.005100604],"category_scores_gemma":[0.0005237847,0.00006581657,0.00004580365,0.00015816,0.00005001569,0.0001677566,0.00005317742,0.0001219855,0.002148435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001208943,"about_ca_system_score_gemma":0.0002074666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001734947,"about_ca_topic_score_gemma":0.0004575063,"domain_scores_codex":[0.9987543,0.0002188497,0.0001564643,0.0002150965,0.0003098392,0.0003454791],"domain_scores_gemma":[0.9992887,0.0002687146,0.00007819915,0.0001003315,0.00006652754,0.0001975518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000952139,0.00002256193,0.9301951,0.000004144546,0.00002173519,0.000002661647,0.01853474,0.000008046944,0.0004854668,0.0007331595,0.0133601,0.03662275],"study_design_scores_gemma":[0.0004420618,0.00002190432,0.2558063,0.0000873302,0.000006199085,0.000002128565,0.004146729,0.000002194249,0.0001606584,0.0002854003,0.7388036,0.0002354945],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9365703,0.0003451224,0.0001086844,0.008848255,0.0003977067,0.0001019601,8.510872e-7,0.0002536335,0.05337351],"genre_scores_gemma":[0.9186848,0.000197983,0.0004350853,0.0004163998,0.0004906891,0.000009923037,0.000002949766,0.0000146835,0.07974746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7254435,"threshold_uncertainty_score":0.9986285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01128436307827529,"score_gpt":0.2668312710574187,"score_spread":0.2555469079791434,"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."}}