{"id":"W1555083048","doi":"","title":"The Swedish Principal – Leadership Style, Decision-Making Style and Motivation Profile","year":2004,"lang":"en","type":"article","venue":"International electronic journal for leadership in learning","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Leadership style; Style (visual arts); Principal (computer security); Psychology; Social psychology; Sociology; Pedagogy; Geography; 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.003926865,0.0001734911,0.0001623147,0.0002436364,0.001485204,0.0004723769,0.0004692531,0.0001130191,0.00006847081],"category_scores_gemma":[0.00670361,0.0001500346,0.000108387,0.000294107,0.0003489287,0.000535198,0.00003288523,0.001439212,0.00001239876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001149855,"about_ca_system_score_gemma":0.0007578082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006437859,"about_ca_topic_score_gemma":0.002297231,"domain_scores_codex":[0.9972515,0.0002933129,0.0004324228,0.0002875332,0.0006736537,0.001061636],"domain_scores_gemma":[0.997348,0.001891425,0.000305437,0.00008434513,0.0002711015,0.00009966821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006229669,0.0002511549,0.04873557,0.00005464589,0.0003243618,0.00001064081,0.3495537,0.003051269,0.00006590656,0.4701394,0.0005468434,0.1266435],"study_design_scores_gemma":[0.001714563,0.0002014434,0.01595827,0.0004821705,0.00002271585,0.0000533231,0.8847228,0.0002815638,0.00002317282,0.03530408,0.06089088,0.0003450477],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4583877,0.009762724,0.02534686,0.492336,0.005032037,0.001667635,0.000004180292,0.0002709421,0.007191832],"genre_scores_gemma":[0.9950108,0.0003374046,0.0004941943,0.0004568164,0.0009380116,0.00005668551,0.000003829486,0.00002678943,0.002675464],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5366231,"threshold_uncertainty_score":0.9998147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1638301490538896,"score_gpt":0.3958854224424124,"score_spread":0.2320552733885228,"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."}}