{"id":"W4286470610","doi":"10.24840/esc.vi62.264","title":"Imagine isto","year":2022,"lang":"pt","type":"article","venue":"Educação Sociedade & Culturas","topic":"Environmental Sustainability and Education","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Humanities; Photovoice; Political science; Psychology; Philosophy; Art","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002941267,0.0009309798,0.0006642519,0.001612633,0.007512989,0.01583043,0.002013078,0.006777168,0.2297631],"category_scores_gemma":[0.010207,0.0004312552,0.0008336563,0.001505953,0.005213625,0.01150196,0.009807488,0.006256159,0.103488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003372428,"about_ca_system_score_gemma":0.00520671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00378531,"about_ca_topic_score_gemma":0.004913724,"domain_scores_codex":[0.9961464,0.001315787,0.0001736059,0.0007495097,0.000937056,0.000677601],"domain_scores_gemma":[0.9965025,0.0005923948,0.0002634287,0.0006831095,0.0009678611,0.0009906356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000835743,0.00007237569,0.001432609,0.0002827525,0.00002473547,0.0006710819,0.006227072,0.0001458872,0.0004072323,0.3546354,0.5122368,0.1237805],"study_design_scores_gemma":[0.000004961946,0.000009766733,0.0001892635,0.0001402986,0.00000380623,0.0001881299,0.001656259,0.00003599536,0.00005695769,0.01370863,0.9839982,0.000007839802],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004217817,0.006030519,0.005501792,0.09179939,0.01438646,0.0001245896,0.00070518,0.0005556282,0.8766786],"genre_scores_gemma":[0.08701929,0.007858453,0.005321628,0.04848477,0.004927628,0.00030542,0.001155312,0.0008689812,0.8440585],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7702369,"threshold_uncertainty_score":0.7686341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01116346283902473,"score_gpt":0.247724703978589,"score_spread":0.2365612411395642,"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."}}