{"id":"W2108098541","doi":"10.1177/1476750306060543","title":"Between a rock and a (very) hard place","year":2006,"lang":"en","type":"article","venue":"Action Research","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Action research; Context (archaeology); Excellence; Professional development; Accountability; Empowerment; Pedagogy; Action (physics); Autonomy; Faculty development; Sociology; Public relations; Psychology; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004166404,0.0005410206,0.000712533,0.001360657,0.02760932,0.01084122,0.001915228,0.003664492,0.009097056],"category_scores_gemma":[0.009293605,0.0006800824,0.0005199978,0.001159271,0.02911131,0.006110846,0.01382467,0.007405842,0.001225806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006867777,"about_ca_system_score_gemma":0.01002861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09962514,"about_ca_topic_score_gemma":0.2185579,"domain_scores_codex":[0.9912218,0.004650095,0.0001569032,0.0005898701,0.001392605,0.001988734],"domain_scores_gemma":[0.9936033,0.00191266,0.0007052915,0.0005332908,0.0004600183,0.002785344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001473245,0.00005814732,0.006192224,0.000130705,0.00003060871,0.002860265,0.8969846,0.0001880607,0.002526207,0.06096662,0.01164105,0.01827418],"study_design_scores_gemma":[0.00001261461,0.00005517295,0.003120386,0.0001663948,0.00001255012,0.0006188811,0.8662898,0.000121134,0.0004541298,0.006119335,0.1229693,0.00006042914],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6775084,0.001764834,0.02529357,0.03933018,0.001287549,0.0001679033,0.0002006753,0.0003435687,0.2541034],"genre_scores_gemma":[0.9782502,0.0001615737,0.001672537,0.001214128,0.00003728173,0.00003807005,0.00002463728,0.00006293534,0.01853861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09962514,"threshold_uncertainty_score":0.1980905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5437138506939828,"score_gpt":0.547467547316814,"score_spread":0.003753696622831204,"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."}}