{"id":"W1608193976","doi":"","title":"What's Hope Got to Do With It?: Theorizing Hope in Education","year":2005,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Sociology; Psychology; Engineering ethics; Pedagogy; Psychoanalysis; Epistemology; Philosophy; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.00738735,0.0004093534,0.000426178,0.001547279,0.004878602,0.007673278,0.001195012,0.002343857,0.002223402],"category_scores_gemma":[0.01015097,0.0002733594,0.0005791158,0.00152088,0.04549591,0.01306309,0.004574266,0.005012205,0.0002659527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004419595,"about_ca_system_score_gemma":0.004103919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004985339,"about_ca_topic_score_gemma":0.005361145,"domain_scores_codex":[0.9966184,0.002556832,0.0000666699,0.0001519951,0.0003098335,0.0002962136],"domain_scores_gemma":[0.9922227,0.005397966,0.0005993422,0.0004045641,0.0005496145,0.0008257973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002299152,0.00003845225,0.001588374,0.0001247646,0.00001661997,0.0001390552,0.05857939,0.0002405928,0.00003623889,0.9264047,0.003120567,0.009688247],"study_design_scores_gemma":[0.00001748178,0.00002779671,0.00110065,0.0004842513,0.00001475623,0.0001507943,0.05053055,0.0005345602,0.00006420515,0.9328122,0.01424272,0.0000200917],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1822519,0.04213892,0.03500964,0.430783,0.001519922,0.0001141346,0.00009879762,0.00006724234,0.3080164],"genre_scores_gemma":[0.9905292,0.003636191,0.001764884,0.002417336,0.00008825303,0.00003224117,0.00001147498,0.00001046777,0.001509939],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007673278,"threshold_uncertainty_score":0.03906852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01306050702441087,"score_gpt":0.264339960037519,"score_spread":0.2512794530131082,"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."}}