{"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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication","insufficient_payload"],"category_scores_codex":[0.0004298921,0.0001454112,0.0001749141,0.0001119816,0.000648615,0.001941756,0.0006345051,0.0001314957,0.005913374],"category_scores_gemma":[0.0008758777,0.0001385038,0.00007250808,0.001032333,0.0002839577,0.03083285,0.0001654383,0.0002334826,0.0008194653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003621252,"about_ca_system_score_gemma":0.001506655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001724151,"about_ca_topic_score_gemma":0.00001331537,"domain_scores_codex":[0.9981846,0.00003067139,0.0003295759,0.0003235583,0.0006244323,0.0005071446],"domain_scores_gemma":[0.9981248,0.00004424336,0.0001311481,0.0001082774,0.001152501,0.0004389884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001858693,0.0000536407,0.08553472,0.00004128777,0.00001484445,0.00001219414,0.3997978,3.61701e-7,0.0001292885,0.4337056,0.07257862,0.00811307],"study_design_scores_gemma":[0.0002176946,0.00003837359,0.01390123,0.00006187444,0.000005975027,0.000007930159,0.2385656,0.00008476344,0.0008513276,0.01046402,0.7355115,0.000289679],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6115391,0.00008403109,0.00009257068,0.02220467,0.0003720368,0.0001697546,0.00002131896,0.0002748791,0.3652417],"genre_scores_gemma":[0.9553999,0.0001106821,0.0009687205,0.007362543,0.0004646896,0.00002028275,0.00001131943,0.000008289778,0.03565353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6629329,"threshold_uncertainty_score":0.9999585,"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."}}