{"id":"W64553357","doi":"10.29173/slw6826","title":"Connecting Teacher Librarians for Technology Integration Leadership","year":2001,"lang":"en","type":"article","venue":"School Libraries Worldwide","topic":"Gender and Technology in Education","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Technology integration; Information technology; Pedagogy; Knowledge management; Educational technology; Sociology; Mathematics education; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003956226,0.0001470926,0.0001668746,0.000415791,0.0009716342,0.0002844409,0.0004745988,0.0003568189,0.0009284426],"category_scores_gemma":[0.002302631,0.0001530606,0.00007172335,0.001062686,0.0003143246,0.001116216,0.00004733289,0.0003852284,0.00008199624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000082914,"about_ca_system_score_gemma":0.0003778995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001184041,"about_ca_topic_score_gemma":0.0008906668,"domain_scores_codex":[0.9986471,0.00009576242,0.0002469019,0.0003299626,0.0001446205,0.0005356803],"domain_scores_gemma":[0.99918,0.0002268329,0.0001124296,0.0002892821,0.00007490434,0.0001166103],"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":[0.00004840854,0.00008985159,0.05659985,0.00001089817,0.00004028642,0.000002713827,0.008337396,0.000005914015,0.0002803396,0.8259659,0.02605508,0.08256335],"study_design_scores_gemma":[0.000371136,0.00005608489,0.001887768,0.0000369209,0.00002986193,0.000006665797,0.170176,0.00005100099,0.002226115,0.364076,0.4607918,0.0002906127],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1526671,0.002475669,0.06700771,0.4613665,0.003112697,0.001974466,0.00001184892,0.004705237,0.3066787],"genre_scores_gemma":[0.9669859,0.00004030873,0.01250076,0.0007517749,0.000648028,0.0001626066,0.00003011781,0.00003054738,0.01884998],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8143188,"threshold_uncertainty_score":0.9999849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07252666699350147,"score_gpt":0.3155321193413559,"score_spread":0.2430054523478545,"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."}}