{"id":"W3145793900","doi":"10.29173/iasl7501","title":"School librarian, a Successful Job!","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004457554,0.0007810356,0.000990456,0.002460889,0.01888335,0.02297833,0.001382081,0.008592417,0.3404994],"category_scores_gemma":[0.009477993,0.000776989,0.0009529001,0.001862419,0.003774574,0.01353102,0.008948246,0.008484509,0.2029148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003665009,"about_ca_system_score_gemma":0.01688396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007195627,"about_ca_topic_score_gemma":0.03065657,"domain_scores_codex":[0.9955563,0.001021369,0.0002253522,0.0004392254,0.001449683,0.001308053],"domain_scores_gemma":[0.9751991,0.0006380442,0.0007932271,0.0006684656,0.004233559,0.01846768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001708635,0.0001811822,0.001997679,0.00005572558,0.000004848765,0.0001318675,0.0003678611,0.000005480095,0.00007708626,0.00200346,0.9757693,0.01938847],"study_design_scores_gemma":[0.00003823671,0.0000935742,0.005083147,0.0003037664,0.00001254114,0.0003854115,0.009626011,0.0000248335,0.0001701449,0.002461528,0.981775,0.00002571863],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008491713,0.005259418,0.0007055372,0.7226762,0.02575116,0.0001192592,0.0005756911,0.001300897,0.2351201],"genre_scores_gemma":[0.03853986,0.003185898,0.001403481,0.1052664,0.00398849,0.0000909301,0.0005370264,0.000467967,0.8465199],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3404994,"threshold_uncertainty_score":0.9406976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02206226773021736,"score_gpt":0.2819428093573225,"score_spread":0.2598805416271052,"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."}}