{"id":"W4396985530","doi":"10.62212/revuepossibles.v48i1.771","title":"Skógafoss","year":2024,"lang":"hu","type":"article","venue":"Revue Possibles","topic":"Hungarian Social, Economic and Educational Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006852036,0.0001953778,0.0003015548,0.00009621974,0.001013465,0.0006156652,0.0002948953,0.0001852908,0.002642759],"category_scores_gemma":[0.0001634272,0.0002074723,0.0002351342,0.0004763856,0.000494686,0.0002848023,0.00007293231,0.0002272292,0.00717897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003885574,"about_ca_system_score_gemma":0.0008437601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001117909,"about_ca_topic_score_gemma":0.0009829601,"domain_scores_codex":[0.9984019,0.0001242269,0.0003530887,0.0004479863,0.0001671771,0.0005055718],"domain_scores_gemma":[0.9990925,0.0004402953,0.00006955631,0.0001567475,0.00006269351,0.0001781952],"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":[0.000006252605,0.00008562023,0.003768797,0.0005118322,0.0003809728,0.00002690087,0.1389531,0.000006422134,0.00001098206,0.4573305,0.3444179,0.05450068],"study_design_scores_gemma":[0.00005370743,0.00001969044,0.00483229,0.0004011032,0.00009162078,0.000003914504,0.02441519,0.00005383794,0.000008863148,0.01898599,0.9508317,0.0003021338],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09530882,0.1199835,0.00005122622,0.07188188,0.01507104,0.0004160053,0.0002488681,0.0003397943,0.6966988],"genre_scores_gemma":[0.8600057,0.01515207,0.0001388174,0.000264928,0.00844736,0.00003293692,0.00001715374,0.000025862,0.1159152],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7646968,"threshold_uncertainty_score":0.998269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0438257161195468,"score_gpt":0.3492317397984135,"score_spread":0.3054060236788667,"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."}}