{"id":"W2941628407","doi":"10.5937/gufv1802007p","title":"Science and its context","year":2018,"lang":"en","type":"article","venue":"Godisnjak Pedagoskog fakulteta u Vranju","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Normative; Meaning (existential); Context (archaeology); Epistemology; Value (mathematics); Isolation (microbiology); Cognition; Scientific misconduct; Argumentation theory; Psychology; Sociology; Social psychology; Philosophy; Computer science; History","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.009758588,0.0009113008,0.001485283,0.004555167,0.009062305,0.01764941,0.001711612,0.006791222,0.007450883],"category_scores_gemma":[0.01297175,0.0004752269,0.0005525532,0.00483986,0.0639259,0.01307111,0.009115704,0.008006996,0.001507597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01068613,"about_ca_system_score_gemma":0.007811202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004462084,"about_ca_topic_score_gemma":0.002823597,"domain_scores_codex":[0.9844732,0.009728459,0.0007870051,0.002035158,0.002296543,0.0006796408],"domain_scores_gemma":[0.9891034,0.006930159,0.0008740613,0.001124787,0.001326896,0.0006406605],"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":[0.000003509408,0.000003939642,0.00005381713,0.00004668789,0.000003000256,0.00005041429,0.001843837,0.00005290452,0.0000313174,0.994233,0.001989668,0.001687982],"study_design_scores_gemma":[0.000006674995,0.00001159231,0.0001704955,0.0002228308,0.000005916798,0.0001441679,0.002127142,0.00007796313,0.00003938385,0.7573293,0.2398553,0.000009095697],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01170201,0.07617912,0.02040467,0.1505474,0.005412484,0.0001521149,0.0003913594,0.00009207379,0.7351189],"genre_scores_gemma":[0.85199,0.04423771,0.01443525,0.03178595,0.01175924,0.0005964414,0.0003966005,0.0001826914,0.04461599],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9909377,"threshold_uncertainty_score":0.07753366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06150932875763431,"score_gpt":0.3841969636872599,"score_spread":0.3226876349296256,"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."}}