{"id":"W7054497218","doi":"","title":"Abandonment in Children's Literature","year":2025,"lang":"en","type":"article","venue":"Scholars Crossing (Liberty University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Abandonment (legal); Theme (computing); Focus (optics); Period (music)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001318353,0.0001182085,0.0001219345,0.0004251625,0.0003593901,0.0005256273,0.0002755527,0.00004885296,0.00593476],"category_scores_gemma":[0.000007041401,0.0001238173,0.00007105374,0.001010698,0.0001050064,0.0001219543,0.0002103247,0.0004062235,0.00001630815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003446693,"about_ca_system_score_gemma":0.0001738899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004460766,"about_ca_topic_score_gemma":0.00004151827,"domain_scores_codex":[0.9991323,0.00006389043,0.0001118381,0.0002751963,0.0001490517,0.0002677338],"domain_scores_gemma":[0.9995834,0.00002867288,0.00003266168,0.000240095,0.00005074591,0.00006440778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005751767,0.0002046422,0.8210658,0.00001242298,0.00005854714,0.00002364562,0.0004083017,0.00001580014,0.001982615,0.0174079,0.002216895,0.1565459],"study_design_scores_gemma":[0.002629703,0.0000204997,0.610581,0.0002305966,0.0000205803,5.507259e-7,0.000209581,0.0001090504,0.001205816,0.0005212108,0.3842442,0.0002271638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8077466,0.00007336745,0.0002431849,0.0007081399,0.00006140489,0.0002164024,0.00001371612,0.00002282416,0.1909143],"genre_scores_gemma":[0.8837736,0.000006092971,0.0002858022,0.00009261855,0.00002448381,0.000001059029,0.00002816763,0.000005348641,0.1157828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3820273,"threshold_uncertainty_score":0.994974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004075888998399443,"score_gpt":0.2193777684758062,"score_spread":0.2153018794774067,"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."}}