{"id":"W2158814204","doi":"","title":"Looking Forward, Looking Back: Anticipation is More Evocative than Retrospection","year":2007,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Social and Intergroup Psychology","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Anticipation (artificial intelligence); Psychology; Developmental psychology; Social 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00181015,0.0003167333,0.0002399983,0.0004308498,0.0001827426,0.001050256,0.0001849938,0.0003716807,0.00194072],"category_scores_gemma":[0.01549387,0.0003036089,0.0001934762,0.000237441,0.0008427291,0.001138756,0.0005983382,0.0004225975,0.000217889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001342359,"about_ca_system_score_gemma":0.0001603873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002061135,"about_ca_topic_score_gemma":0.0002388562,"domain_scores_codex":[0.9988833,0.0005539904,0.00006563536,0.0001748376,0.0002554737,0.00006681887],"domain_scores_gemma":[0.9903724,0.005994096,0.002571964,0.0005489638,0.0002001775,0.0003123556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.01496424,0.001195231,0.2649327,0.003062869,0.0008293713,0.00210317,0.04301641,0.002396404,0.3530006,0.01175945,0.00243962,0.3002999],"study_design_scores_gemma":[0.0003911084,0.01009881,0.8909869,0.0005291979,0.0008799364,0.005454781,0.01221234,0.004119451,0.04519763,0.01859218,0.01121546,0.0003221192],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876907,0.0006671487,0.004091769,0.000129544,0.00003587523,0.00002738867,0.00004163552,0.00004375616,0.007272148],"genre_scores_gemma":[0.9969403,0.0003051486,0.00195169,0.0001286178,0.00002383298,0.00003151158,0.00004775968,0.00001585653,0.0005553574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00194072,"threshold_uncertainty_score":0.009573102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01439601309218361,"score_gpt":0.3448162635706205,"score_spread":0.3304202504784368,"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."}}