{"id":"W3152364632","doi":"10.29173/iasl8101","title":"Variety, Flexibility and Autonomy: Intrinsic Rewards of Teacher-Librarianship","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Teacher Professional Development and Motivation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Autonomy; Negotiation; Flexibility (engineering); Variety (cybernetics); Psychology; Pedagogy; Intrinsic motivation; Social psychology; Sociology; Political science; Social science; Management; 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":[],"consensus_categories":[],"category_scores_codex":[0.003414787,0.0001796067,0.0002844046,0.001018694,0.004110564,0.004496879,0.0004181965,0.0005349062,0.002354577],"category_scores_gemma":[0.01601601,0.0002849824,0.0002324859,0.0005086316,0.003613842,0.001747824,0.005498132,0.001364452,0.0002492178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001473686,"about_ca_system_score_gemma":0.002018327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009236073,"about_ca_topic_score_gemma":0.003445867,"domain_scores_codex":[0.9948705,0.002765212,0.0001990582,0.0002314407,0.001153769,0.0007801324],"domain_scores_gemma":[0.9807611,0.006569658,0.004479233,0.0007507132,0.001651386,0.005787919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004781818,0.0005876186,0.7307703,0.0002401564,0.00008078812,0.001780623,0.1135985,0.0004142069,0.004252082,0.0353349,0.002015287,0.1104473],"study_design_scores_gemma":[0.00006082793,0.0006004749,0.7646169,0.0001707153,0.00004721966,0.003679914,0.1633695,0.001016235,0.002428839,0.01848786,0.0453727,0.0001488028],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979783,0.0001933572,0.001332332,0.001059853,0.00002012451,0.0000173548,0.00001890584,0.00001570278,0.01755938],"genre_scores_gemma":[0.9988074,0.00002760488,0.0002586796,0.00002377158,0.000005382355,0.000005813218,0.000005095862,0.000003239418,0.0008629612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004496879,"threshold_uncertainty_score":0.01805937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05552429203910306,"score_gpt":0.3158359823520578,"score_spread":0.2603116903129548,"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."}}