{"id":"W4229594327","doi":"10.4000/laboreal.2041","title":"Trabajo","year":2017,"lang":"es","type":"article","venue":"Laboreal","topic":"Social Sciences and Policies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cegep de Sept Iles","funders":"","keywords":"Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0005219851,0.0001228068,0.0001801217,0.00002237,0.004130336,0.001417683,0.00114739,0.0001662345,0.0003302653],"category_scores_gemma":[0.0002745867,0.0001093181,0.0001017609,0.0001358118,0.001687934,0.0004235068,0.0001100762,0.0001032839,0.0002038135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004463768,"about_ca_system_score_gemma":0.0002170769,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09699263,"about_ca_topic_score_gemma":0.01982102,"domain_scores_codex":[0.9985479,0.00009064432,0.0001386403,0.0002208745,0.0004740076,0.0005279602],"domain_scores_gemma":[0.9990165,0.0000582817,0.0002067365,0.0004254837,0.00007465638,0.0002183211],"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":[0.000006551065,0.00004460506,0.07266039,0.000007064933,0.00001480304,0.000006625975,0.02214208,2.631509e-7,0.00002666614,0.8474574,0.01628,0.04135353],"study_design_scores_gemma":[0.0001446578,0.00003690911,0.3677446,0.00001800692,0.0000157862,2.042834e-7,0.002620569,0.000009170426,0.00002902968,0.007240418,0.6219944,0.0001463212],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3216837,0.0001133399,0.000001223144,0.02087149,0.00190292,0.00009497966,0.0000622234,0.000038012,0.6552321],"genre_scores_gemma":[0.9855887,0.001285719,0.00003215774,0.0003770336,0.002745634,0.00000446129,0.000001399905,0.000008146765,0.009956778],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.840217,"threshold_uncertainty_score":0.9996189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03316646342770684,"score_gpt":0.4025162614671818,"score_spread":0.3693497980394749,"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."}}